With this function you can construct your weekly calendar of lessons, which is customized on the basis of the courses that you intend to follow.
Warning: the personal schedule does not replace the presentation of the study plan! It's an informal tool that can help you better manage the organization of class attendance before the study plan presentation.
After the study plan presentation we recommend you to use the Lecture timetable service in your Online Services.
To create your customized schedule follow these instructions:
- Click on the "Enable" link to proceed. You will be asked your surname and first name in order to determine your alphabetic grouping.
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To add or remove courses from your personal schedule, use the small icons which are found next to the courses:
 addition of the course removal of the course selection of the section of the Laboratory of Architecture
(Note: the effective area in which the teaching will be carried out will be determined after the presentation of the Study Plans)
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The sidebar on the left displays the number of lessons included in schedule.
There are also these commands:
 View the schedule: allows the viewing of the weekly synoptic schedule Delete the schedule: cancels the selections made
When you have finished the entry, you can print the calendar you have made.
| Semester (Sem) | | 1 | First Semester | | 2 | Second Semester | | A | Annual course | | (1) | First Half-semester | | (2) | Second Half-semester |
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Language
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Course completely offered in italian
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Course completely offered in english
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Not available
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Note on the teaching activities
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In case of structured courses taught by more lecturers, the number of students enrolled is related to the individual lecturer module, while the students opinion of the teaching is related to the course as a whole.
The data related to the last academic years (number of students enrolled and students opinion of the teaching) have not yet been defined.
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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
| List of publications and reserach products for the year 2025 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Patents |
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METHOD FOR ENROLLING A PHYSICALLY UNCLONABLE FUNCTION, PUF, CIRCUIT FOR CRYPTOGRAPHIC APPLICATIONS (Show >>)(Hide <<)
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| Author/s |
Cattaneo, Lorenzo; Ielmini, Daniele; Sancandi, Flavio |
| Patent owner |
Politecnico di Milano |
| Patent number |
PCT/IB2024/063201 |
| Item link |
http://hdl.handle.net/11311/1290292 |
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| Journal Articles |
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3-D Vertical Resistive Switching Random Access Memory (3D-VRRAM) With Multilevel Programming for High-Density, Energy-Efficient In-Memory Computing (Show >>)(Hide <<)
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| Author/s |
Bridarolli, D.; Zucchelli, C.; Mannocci, P.; Ricci, S.; Farronato, M.; Pedretti, G.; Sun, Z.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
72 |
| Brochure |
5 |
| Pages |
2677 - 2684 |
| Item link |
http://hdl.handle.net/11311/1290486 |
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Emerging Materials and Computing Paradigms for Temporal Signal Analysis (Show >>)(Hide <<)
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| Author/s |
Zhang, Teng; Wozniak, Stanislaw; Syed, Ghazi Sarwat; Mannocci, Piergiulio; Farronato, Matteo; Ielmini, Daniele; Sebastian, Abu; Yang, Yuchao |
| Title of the review |
ADVANCED MATERIALS (ISSN: 0935-9648) |
| Volume |
37 |
| Brochure |
-- |
| Pages |
1 - 15 |
| Item link |
http://hdl.handle.net/11311/1288471 |
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Seizure detection via reservoir computing in MoS2-based charge trap memory devices (Show >>)(Hide <<)
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| Author/s |
Farronato, Matteo; Mannocci, Piergiulio; Milozzi, Alessandro; Compagnoni, Christian Monzio; Barcellona, Alessandro; Arena, Andrea; Crepaldi, Marco; Panuccio, Gabriella; Ielmini, Daniele |
| Title of the review |
SCIENCE ADVANCES (ISSN: 2375-2548) |
| Volume |
11 |
| Brochure |
3 |
| Pages |
1 - 11 |
| Item link |
http://hdl.handle.net/11311/1280792 |
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| Author/s |
Lanza, Mario; Pazos, Sebastian; Aguirre, Fernando; Sebastian, Abu; Le Gallo, Manuel; Alam, Syed M.; Ikegawa, Sumio; Yang, J. Joshua; Vianello, Elisa; Chang, Meng-Fan; Molas, Gabriel; Naveh, Ishai; Ielmini, Daniele; Liu, Ming; Roldan, Juan B. |
| Title of the review |
NATURE (ISSN: 0028-0836) |
| Volume |
640 |
| Brochure |
8059 |
| Pages |
613 - 622 |
| Item link |
http://hdl.handle.net/11311/1289325 |
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| List of publications and reserach products for the year 2024 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Patents |
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MEMORY ARCHITECTURES WITH AMBIPOLAR SEMICONDUCTOR CHANNELS (Show >>)(Hide <<)
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| Author/s |
Ielmini, Daniele; Farronato, Matteo |
| Patent owner |
Politecnico di Milano, Micron Semiconductor Italia |
| Patent number |
102024000025497 |
| Item link |
http://hdl.handle.net/11311/1290640 |
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Metodo per impostare un circuito Physically Unclonable Funcion, PUF, per applicazione crittografiche (Show >>)(Hide <<)
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SISTEMI E METODO PER L’ESECUZIONE RAPIDA DI MOLTIPLICAZIONI TRA MATRICI (Show >>)(Hide <<)
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| Contributions on scientific books |
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Development of Crosspoint Memory Arrays for Neuromorphic Computing (Show >>)(Hide <<)
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| Author/s of the contributin |
Ricci, Saverio; Mannocci, Piergiulio; Farronato, Matteo; Milozzi, Alessandro; Ielmini, Daniele |
| Title of the book |
Springer Briefs in Applied Sciences and Technology (BRIEFSPOLIMI) (ISBN: 9783031514999; 9783031515002) |
| Author/s of the book |
Barbara Pernici |
| Publisher |
Springer Science and Business Media Deutschland GmbH |
| Pages |
65 - 74 |
| Item link |
http://hdl.handle.net/11311/1266742 |
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| Conference proceedings |
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Digital In-Memory Computing to Accelerate Deep Learning Inference on the Edge (Show >>)(Hide <<)
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| Author/s |
Perri, Stefania; Zambelli, Cristian; Ielmini, Daniele; Silvano, Cristina |
| Title of the convention |
2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) |
| Location of the convention |
San Francisco, CA, USA |
| Title of the review |
--
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| Pages |
130 - 133 |
| Item link |
http://hdl.handle.net/11311/1270442 |
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Drift Compensation in Multilevel PCM for in-Memory Computing Accelerators (Show >>)(Hide <<)
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| Author/s |
Pistolesi, L.; Glukhov, A.; de Gracia Herranz, A.; Lopez-Vallejo, M.; Carissimi, M.; Pasotti, M.; Rolandi, P.; Redaelli, A.; Martín, I. Muñoz; Bianchi, S.; Bonfanti, A.; Ielmini, D. |
| Title of the convention |
2024 IEEE International Reliability Physics Symposium (IRPS) |
| Location of the convention |
Grapevine, TX, USA |
| Title of the review |
--
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| Pages |
1 - 4 |
| Item link |
http://hdl.handle.net/11311/1269211 |
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High-Density Multilevel 3D Vertical Resistive Switching Memory (VRRAM) for Massively Parallel in-Memory Computing (Show >>)(Hide <<)
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| Author/s |
Bridarolli, D.; Zucchelli, C.; Mannocci, P.; Ricci, S.; Farronato, M.; Pedretti, G.; Sun, Z.; Ielmini, D. |
| Title of the convention |
2024 IEEE International Electron Devices Meeting (IEDM) |
| Location of the convention |
San Francisco |
| Title of the review |
--
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| Pages |
1 - 4 |
| Item link |
http://hdl.handle.net/11311/1283485 |
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Low-energy, high-accuracy convolutional network inference in 3D crosspoint (3DXP) arrays (Show >>)(Hide <<)
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| Author/s |
Carletti, F.; Farronato, M.; Lepri, N.; Tortorelli, I.; Pirovano, A.; Fantini, P.; Ielmini, D. |
| Title of the convention |
50th IEEE European Solid-State Electronics Research Conference, ESSERC 2024 |
| Location of the convention |
bel |
| Period of the convention |
2024 |
| Title of the review |
--
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| Pages |
412 - 415 |
| Item link |
http://hdl.handle.net/11311/1278567 |
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| Journal Articles |
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A Strong Physical Unclonable Function With Virgin State Embedded Phase Change Memory (Show >>)(Hide <<)
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| Author/s |
Cattaneo, L.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
71 |
| Brochure |
10 |
| Pages |
6032 - 6039 |
| Item link |
http://hdl.handle.net/11311/1273846 |
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Compact Modeling and Mitigation of Parasitics in Crosspoint Accelerators of Neural Networks (Show >>)(Hide <<)
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| Author/s |
Lepri, N.; Glukhov, A.; Mannocci, P.; Porzani, M.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
71 |
| Brochure |
3 |
| Pages |
1900 - 1906 |
| Item link |
http://hdl.handle.net/11311/1263234 |
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Differential Phase Change Memory (PCM) Cell for Drift-Compensated In-Memory Computing (Show >>)(Hide <<)
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| Author/s |
Pistolesi, L.; Ravelli, L.; Glukhov, A.; de Gracia Herranz, A.; Lopez-Vallejo, M.; Carissimi, M.; Pasotti, M.; Rolandi, P. L.; Redaelli, A.; Muñoz Martín, I.; Bianchi, S.; Bonfanti, A.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
71 |
| Brochure |
12 |
| Pages |
7447 - 7453 |
| Item link |
http://hdl.handle.net/11311/1276142 |
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Hardware implementation of memristor-based artificial neural networks (Show >>)(Hide <<)
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| Author/s |
Aguirre, Fernando; Sebastian, Abu; Le Gallo, Manuel; Song, Wenhao; Wang, Tong; Yang, J. Joshua; Lu, Wei; Chang, Meng-Fan; Ielmini, Daniele; Yang, Yuchao; Mehonic, Adnan; Kenyon, Anthony; Villena, Marco A.; Roldán, Juan B.; Wu, Yuting; Hsu, Hung-Hsi; Raghavan, Nagarajan; Suñé, Jordi; Miranda, Enrique; Eltawil, Ahmed; Setti, Gianluca; Smagulova, Kamilya; Salama, Khaled N.; Krestinskaya, Olga; Yan, Xiaobing; Ang, Kah-Wee; Jain, Samarth; Li, Sifan; Alharbi, Osamah; Pazos, Sebastian; Lanza, Mario |
| Title of the review |
NATURE COMMUNICATIONS (ISSN: 2041-1723) |
| Volume |
15 |
| Brochure |
1 |
| Pages |
1 - 40 |
| Item link |
http://hdl.handle.net/11311/1264177 |
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Hemispherical Retina Emulated by Plasmonic Optoelectronic Memristors with All‐Optical Modulation for Neuromorphic Stereo Vision (Show >>)(Hide <<)
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| Author/s |
Shan, Xuanyu; Wang, Zhongqiang; Xie, Jun; Han, Jiaqi; Tao, Ye; Lin, Ya; Zhao, Xiaoning; Ielmini, Daniele; Liu, Yichun; Xu, Haiyang |
| Title of the review |
ADVANCED SCIENCE (ISSN: 2198-3844) |
| Volume |
11 |
| Brochure |
-- |
| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1273843 |
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Memristive tonotopic mapping with volatile resistive switching memory devices (Show >>)(Hide <<)
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| Author/s |
Milozzi, Alessandro; Ricci, Saverio; Ielmini, Daniele |
| Title of the review |
NATURE COMMUNICATIONS (ISSN: 2041-1723) |
| Volume |
15 |
| Brochure |
1 |
| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1264648 |
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Programming Characteristics of Electrochemical Random Access Memory (ECRAM)—Part I: Experimental Study (Show >>)(Hide <<)
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| Author/s |
Porzani, M.; Ricci, S.; Farronato, M.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
71 |
| Brochure |
5 |
| Pages |
3240 - 3245 |
| Item link |
http://hdl.handle.net/11311/1265071 |
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Programming Characteristics of Electrochemical Random Access Memory (ECRAM)—Part II: Physics-Based Modeling (Show >>)(Hide <<)
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| Author/s |
Porzani, M.; Carletti, F.; Ricci, S.; Farronato, M.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
71 |
| Brochure |
5 |
| Pages |
3246 - 3251 |
| Item link |
http://hdl.handle.net/11311/1265072 |
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Roadmap to neuromorphic computing with emerging technologies (Show >>)(Hide <<)
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| Author/s |
Mehonic, A.; Ielmini, D.; Roy, K.; Mutlu, O.; Kvatinsky, S.; Serrano-Gotarredona, T.; Linares-Barranco, B.; Spiga, S.; Savel’Ev, S.; Balanov, A. G.; Chawla, N.; Desoli, G.; Malavena, G.; Monzio Compagnoni, C.; Wang, Z.; Yang, J. J.; Sarwat, S. G.; Sebastian, A.; Mikolajick, T.; Slesazeck, S.; Noheda, B.; Dieny, B.; Hou, T. -H.; Varri, A.; Brückerhoff-Plückelmann, F.; Pernice, W.; Zhang, X.; Pazos, S.; Lanza, M.; Wiefels, S.; Dittmann, R.; Ng, W. H.; Buckwell, M.; Cox, H. R. J.; Mannion, D. J.; Kenyon, A. J.; Lu, Y.; Yang, Y.; Querlioz, D.; Hutin, L.; Vianello, E.; Chowdhury, S. S.; Mannocci, P.; Cai, Y.; Sun, Z.; Pedretti, G.; Strachan, J. P.; Strukov, D.; Le Gallo, M.; Ambrogio, S.; Valov, I.; Waser, R. |
| Title of the review |
APL MATERIALS (ISSN: 2166-532X) |
| Volume |
12 |
| Brochure |
10 |
| Pages |
1 - 59 |
| Item link |
http://hdl.handle.net/11311/1275918 |
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Volatile and Nonvolatile Dual‐Mode Switching Operations in an Ag‐Ag2S Core‐Shell Nanoparticle Atomic Switch Network (Show >>)(Hide <<)
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| Author/s |
Srikimkaew, Oradee; Ricci, Saverio; Porzani, Matteo; Dang, Thien Tan; Nakaoka, Yusuke; Usami, Yuki; Ielmini, Daniele; Tanaka, Hirofumi |
| Title of the review |
ADVANCED ELECTRONIC MATERIALS (ISSN: 2199-160X) |
| Volume |
10 |
| Brochure |
-- |
| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1275922 |
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| List of publications and reserach products for the year 2023 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Contributions on scientific books |
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Memristive/CMOS devices for neuromorphic applications (Show >>)(Hide <<)
|
| Author/s of the contributin |
Milo, V.; Malavena, G.; Monzio Compagnoni, C.; Ielmini, D. |
| Title of the book |
Springer Handbook of Semiconductor Devices (ISBN: 978-3-030-79826-0) |
| Author/s of the book |
M. Rudan, R. Brunetti, S. Reggiani |
| Publisher |
Springer |
| Pages |
1167 - 1199 |
| Item link |
http://hdl.handle.net/11311/1252817 |
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| Conference proceedings |
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Accelerating massive MIMO in 6G communications by analog in-memory computing circuits (Show >>)(Hide <<)
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| Author/s |
Mannocci, Piergiulio; Melacarne, Enrico; Pedretti, Giacomo; Villa, Corrado; Sancandi, Flavio; Spagnolini, Umberto; Ielmini, Daniele |
| Title of the convention |
2023 IEEE International Symposium on Circuits and Systems (ISCAS) |
| Location of the convention |
Monterey |
| Title of the review |
--
|
| Pages |
1 - 5 |
| Item link |
http://hdl.handle.net/11311/1248539 |
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An SRAM-based reconfigurable analog in-memory computing circuit for solving linear algebra problems (Show >>)(Hide <<)
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| Author/s |
Mannocci, P.; Melacarne, E.; Pezzoli, A.; Pedretti, G.; Villa, C.; Sancandi, F.; Spagnolini, U.; Ielmini, D. |
| Title of the convention |
2023 International Electron Devices Meeting (IEDM) |
| Location of the convention |
San Francisco, CA, USA |
| Title of the review |
--
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| Pages |
1 - 4 |
| Item link |
http://hdl.handle.net/11311/1265412 |
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An Ultrafast (< 200 ns) Sparse Solution Solver made by HfWOx/VOy Threshold Tunable Neurons (Show >>)(Hide <<)
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| Author/s |
Chen, Zirui; Zhou, Yue; Xu, Hanxi; Fu, Yaoyao; Li, Yi; He, Y.; Miao, X. -S.; Mannocci, Piergiulio; Ielmini, Daniele |
| Title of the convention |
2023 International Electron Devices Meeting (IEDM) |
| Location of the convention |
San Francisco, CA, USA |
| Title of the review |
--
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| Pages |
1 - 4 |
| Item link |
http://hdl.handle.net/11311/1265414 |
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Closed-Loop In-Memory Computing for Energy-Efficient Matrix Eigendecomposition (Show >>)(Hide <<)
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| Author/s |
Mannocci, Piergiulio; Giannone, Elisabetta; Ielmini, Daniele |
| Title of the convention |
2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) |
| Location of the convention |
Milano |
| Title of the review |
--
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| Pages |
1081 - 1086 |
| Item link |
http://hdl.handle.net/11311/1260077 |
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Compact Modeling of Resistive Switching Memory (RRAM) With Voltage and Temperature Dependences (Show >>)(Hide <<)
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| Author/s |
Glukhov, A.; Bridarolli, D.; Ricci, S.; Li, R.; Shreya, S.; Farkhani, H.; Moradi, F.; Ielmini, D. |
| Title of the convention |
2023 IEEE Nanotechnology Materials and Devices Conference (NMDC) |
| Location of the convention |
Paestum, Italy |
| Title of the review |
--
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| Pages |
793 - 797 |
| Item link |
http://hdl.handle.net/11311/1258238 |
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Enhancing reliability of a strong physical unclonable function (PUF) solution based on virgin-state phase change memory (PCM) (Show >>)(Hide <<)
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| Author/s |
Cattaneo, L; Baldo, M; Lepri, N; Sancandi, F; Borghi, M; Petroni, E; Serafini, A; Annunziata, R; Redaelli, A; Ielmini, D |
| Title of the convention |
2023 IEEE International Reliability Physics Symposium (IRPS) |
| Location of the convention |
Monterey |
| Title of the review |
--
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| Pages |
1 - 6 |
| Item link |
http://hdl.handle.net/11311/1248540 |
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In-memory neural network accelerator based on phase change memory (PCM) with one-selector/one-resistor (1S1R) structure operated in the subthreshold regime (Show >>)(Hide <<)
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| Author/s |
Lepri, N; Gibertini, P; Mannocci, P; Pirovano, A; Tortorelli, I; Fantini, P; Ielmini, D |
| Title of the convention |
2023 IEEE International Memory Workshop (IMW) |
| Location of the convention |
Monterey |
| Title of the review |
--
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| Pages |
73 - 76 |
| Item link |
http://hdl.handle.net/11311/1248538 |
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NimbleAI: Towards Neuromorphic Sensing-Processing 3D-integrated Chips (Show >>)(Hide <<)
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| Author/s |
Iturbe, Xabier; Abderrahmane, Nassim; Abella, Jaume; Alcaide, Sergi; Beyne, Eric; Charles, Henri-Pierre; Charpin-Nicolle, Christelle; Chittka, Lars; Dávila, Angélica; Erdmann, Arne; Estrada, Carles; Fernández, Ander; Fontanelli, Anna; Flich, José; Furano, Gianluca; Gloriani, Alejandro Hernán; Isusquiza, Erik; Grosu, Radu; Hernández, Carles; Ielmini, Daniele; Jackson, David; Kooli, Maha; Lepri, Nicola; Linares-Barranco, Bernabé; Lachese, Jean-Loup; Laurent, Eric; Lindwer, Menno; Linsenmaier, Frank; Luján, Mikel; Masařík, Karel; Mentens, Nele; Moreira, Orlando; Nawghane, Chinmay; Peres, Luca; Noel, Jean-Philippe; Pourtaherian, Arash; Posch, Christoph; Priller, Peter; Prikryl, Zdenek; Resch, Felix; Rhodes, Oliver; Stefanov, Todor; Storring, Moritz; Taliercio, Michele; Tornero, Rafael; van de Burgwal, Marcel; van der Plas, Geert; Vianello, Elisa; Zaykov, Pavel |
| Title of the convention |
Design, Automation & Test in Europe Conference & Exhibition (DATE) |
| Location of the convention |
Antwerp, Belgium |
| Title of the review |
--
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| Pages |
1 - 6 |
| Item link |
http://hdl.handle.net/11311/1255941 |
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TCAD Modeling of Germanium Behavior During Forming Operation in Ge-Rich ePCM (Show >>)(Hide <<)
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| Author/s |
Baldo, M.; Laurin, L.; Petroni, E.; Pavesi, C.; Motta, A.; Ielmini, D.; Annunziata, R.; Redaelli, A. |
| Title of the convention |
2023 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD) |
| Location of the convention |
Kobe, Japan |
| Title of the review |
--
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| Pages |
321 - 324 |
| Item link |
http://hdl.handle.net/11311/1258239 |
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Thermal-Induced Multi-State Memristors for Neuromorphic Engineering (Show >>)(Hide <<)
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| Author/s |
Li, Ren; Shreya, Sonal; Ricci, Saverio; Bridarolli, Davide; Ielmini, Daniele; Farkhani, Hooman; Moradi, Farshad |
| Title of the convention |
2023 IEEE International Symposium on Circuits and Systems (ISCAS) |
| Location of the convention |
Monterey |
| Title of the review |
--
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| Pages |
1 - 5 |
| Item link |
http://hdl.handle.net/11311/1248537 |
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Unveiling Retention Physical Mechanism of Ge-rich GST ePCM Technology (Show >>)(Hide <<)
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| Author/s |
Laurin, L; Baldo, M; Petroni, E; Samanni, G; Turconi, L; Motta, A; Borghi, M; Serafini, A; Codegoni, D; Scuderi, M; Ran, S; Claverie, A; Ielmini, D; Annunziata, R; Redaelli, A |
| Title of the convention |
2023 IEEE International Reliability Physics Symposium (IRPS) |
| Location of the convention |
Monterey |
| Title of the review |
--
|
| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1248541 |
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| Journal Articles |
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A Generalized Block-Matrix Circuit for Closed-Loop Analog In-Memory Computing (Show >>)(Hide <<)
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| Author/s |
Mannocci, P; Ielmini, D |
| Title of the review |
IEEE JOURNAL ON EXPLORATORY SOLID-STATE COMPUTATIONAL DEVICES AND CIRCUITS (ISSN: 2329-9231) |
| Volume |
9 |
| Brochure |
1 |
| Pages |
47 - 55 |
| Item link |
http://hdl.handle.net/11311/1244218 |
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A Multilayer Neural Accelerator With Binary Activations Based on Phase-Change Memory (Show >>)(Hide <<)
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| Author/s |
Bertuletti, Marco; Munoz-Martin, Irene; Bianchi, Stefano; Bonfanti, Andrea G.; Ielmini, Daniele |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
70 |
| Brochure |
3 |
| Pages |
986 - 992 |
| Item link |
http://hdl.handle.net/11311/1230765 |
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A self-adaptive hardware with resistive switching synapses for experience-based neurocomputing (Show >>)(Hide <<)
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| Author/s |
Bianchi, S; Muñoz-Martin, I; Covi, E; Bricalli, A; Piccolboni, G; Regev, A; Molas, G; Nodin, J F; Andrieu, F; Ielmini, D |
| Title of the review |
NATURE COMMUNICATIONS (ISSN: 2041-1723) |
| Volume |
14 |
| Brochure |
1 |
| Pages |
1 - 14 |
| Item link |
http://hdl.handle.net/11311/1235283 |
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Binary‐Stochasticity‐Enabled Highly Efficient Neuromorphic Deep Learning Achieves Better‐than‐Software Accuracy (Show >>)(Hide <<)
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| Author/s |
Li, Yang; Wang, Wei; Wang, Ming; Dou, Chunmeng; Ma, Zhengyu; Zhou, Huihui; Zhang, Peng; Lepri, Nicola; Zhang, Xumeng; Luo, Qing; Xu, Xiaoxin; Yang, Guanhua; Zhang, Feng; Li, Ling; Ielmini, Daniele; Liu, Ming |
| Title of the review |
ADVANCED INTELLIGENT SYSTEMS (ISSN: 2640-4567) |
| Volume |
2023 |
| Brochure |
-- |
| Pages |
1 - 15 |
| Item link |
http://hdl.handle.net/11311/1255737 |
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Hybrid 2D-CMOS microchips for memristive applications (Show >>)(Hide <<)
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| Author/s |
Zhu, Kaichen; Pazos, Sebastian; Aguirre, Fernando; Shen, Yaqing; Yuan, Yue; Zheng, Wenwen; Alharbi, Osamah; Villena, Marco A; Fang, Bin; Li, Xinyi; Milozzi, Alessandro; Farronato, Matteo; Muñoz-Rojo, Miguel; Wang, Tao; Li, Ren; Fariborzi, Hossein; Roldan, Juan B; Benstetter, Guenther; Zhang, Xixiang; Alshareef, Husam N; Grasser, Tibor; Wu, Huaqiang; Ielmini, Daniele; Lanza, Mario |
| Title of the review |
NATURE (ISSN: 0028-0836) |
| Volume |
618 |
| Brochure |
7963 |
| Pages |
57 - 62 |
| Item link |
http://hdl.handle.net/11311/1239357 |
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In-Memory Computing for Machine Learning and Deep Learning (Show >>)(Hide <<)
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| Author/s |
Lepri, N.; Glukhov, A.; Cattaneo, L.; Farronato, M.; Mannocci, P.; Ielmini, D. |
| Title of the review |
IEEE JOURNAL OF THE ELECTRON DEVICES SOCIETY (ISSN: 2168-6734) |
| Volume |
11 |
| Brochure |
-- |
| Pages |
587 - 601 |
| Item link |
http://hdl.handle.net/11311/1255057 |
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In-Memory Principal Component Analysis by Analogue Closed-Loop Eigendecomposition (Show >>)(Hide <<)
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| Author/s |
Mannocci, Piergiulio; Giannone, Elisabetta; Ielmini, Daniele |
| Title of the review |
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS (ISSN: 1549-7747) |
| Volume |
71 |
| Brochure |
4 |
| Pages |
1839 - 1843 |
| Item link |
http://hdl.handle.net/11311/1263233 |
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In-memory computing with emerging memory devices: Status and outlook (Show >>)(Hide <<)
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| Author/s |
Mannocci, P.; Farronato, M.; Lepri, N.; Cattaneo, L.; Glukhov, A.; Sun, Z.; Ielmini, D. |
| Title of the review |
APL MACHINE LEARNING (ISSN: 2770-9019) |
| Volume |
1 |
| Brochure |
1 |
| Pages |
1 - 25 |
| Item link |
http://hdl.handle.net/11311/1230756 |
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Modeling and Analysis of Virgin Ge-Rich GST Embedded Phase Change Memories (Show >>)(Hide <<)
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| Author/s |
Baldo, M.; Melnic, O.; Scudieri, M.; Nicotra, G.; Borghi, M.; Petroni, E.; Motta, A.; Zuliani, P.; Laurin, L.; Redaelli, A.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
70 |
| Brochure |
3 |
| Pages |
1055 - 1060 |
| Item link |
http://hdl.handle.net/11311/1230766 |
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Process-Voltage-Temperature Variations Assessment in Energy-Aware Resistive RAM-Based FPGAs (Show >>)(Hide <<)
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| Author/s |
Rizzi, Tommaso; Baroni, Andrea; Glukhov, Artem; Bertozzi, Davide; Wenger, Christian; Ielmini, Daniele; Zambelli, Cristian |
| Title of the review |
IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY (ISSN: 1530-4388) |
| Volume |
23 |
| Brochure |
3 |
| Pages |
328 - 336 |
| Item link |
http://hdl.handle.net/11311/1249541 |
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Reservoir Computing with Charge-Trap Memory Based on a MoS2 Channel for Neuromorphic Engineering (Show >>)(Hide <<)
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| Author/s |
Farronato, Matteo; Mannocci, Piergiulio; Melegari, Margherita; Ricci, Saverio; Compagnoni, Christian Monzio; Ielmini, Daniele |
| Title of the review |
ADVANCED MATERIALS (ISSN: 0935-9648) |
| Volume |
35 |
| Brochure |
37 |
| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1251597 |
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Threshold Switching by Bipolar Avalanche Multiplication in Ovonic Chalcogenide Glasses (Show >>)(Hide <<)
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| Author/s |
Fantini, Paolo; Polino, Nicola; Ghetti, Andrea; Ielmini, Daniele |
| Title of the review |
ADVANCED ELECTRONIC MATERIALS (ISSN: 2199-160X) |
| Volume |
9 |
| Brochure |
7 |
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1236303 |
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Tunable synaptic working memory with volatile memristive devices (Show >>)(Hide <<)
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| Author/s |
Ricci, Saverio; Kappel, David; Tetzlaff, Christian; Ielmini, Daniele; Covi, Erika |
| Title of the review |
NEUROMORPHIC COMPUTING AND ENGINEERING (ISSN: 2634-4386) |
| Volume |
3 |
| Brochure |
4 |
| Pages |
1 - 12 |
| Item link |
http://hdl.handle.net/11311/1256335 |
|
| List of publications and reserach products for the year 2022 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Patents |
|
NANOWIRE-BASED DEVICE FOR IMPLEMENTING A RESERVOIR FOR A NEURAL NETWORK (Show >>)(Hide <<)
|
| Author/s |
Ricciardi, C.; Montano, K.; Milano, G.; Ielmini, D.; Pedretti, G. |
| Patent owner |
Politecnico di Milano, Politecnico di Torino, ISTITUTO NAZIONALE DI RICERCA METROLOGICA |
| Patent number |
PCT/IB2022/056632 |
| Item link |
http://hdl.handle.net/11311/1237307 |
|
| Contributions on scientific books |
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Analogue In-Memory Computing with Resistive Switching Memories (Show >>)(Hide <<)
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| Author/s of the contributin |
Pedretti, Giacomo; Ielmini, Daniele |
| Title of the book |
Machine Learning and Non-Volatile Memories (ISBN: 978-3-031-03840-2; 978-3-031-03841-9) |
| Author/s of the book |
Rino Micheloni, Cristian Zambelli |
| Publisher |
Springer |
| Pages |
61 - 86 |
| Item link |
http://hdl.handle.net/11311/1217641 |
|
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Computing with nonvolatile memories for artificial intelligence (Show >>)(Hide <<)
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| Author/s of the contributin |
Pedretti, Giacomo; Ielmini, Daniele |
| Title of the book |
Semiconductor Memories and Systems (ISBN: 9780128207581) |
| Author/s of the book |
Andrea Redaelli, Fabio Pellizzer |
| Publisher |
Woodhead Publishing |
| Pages |
305 - 334 |
| Item link |
http://hdl.handle.net/11311/1219087 |
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| Conference proceedings |
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A Hybrid Memristor/CMOS SNN for Implementing One-Shot Winner-Takes-All Training (Show >>)(Hide <<)
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| Author/s |
Ahmadi-Farsani, Javad; Ricci, Saverio; Hashemkhani, Shahin; Ielmini, Daniele; Linares-Barranco, Bernabe; Serrano-Gotarredona, Teresa |
| Title of the convention |
IEEE International Symposium on Circuits and Systems (ISCAS) |
| Location of the convention |
Austin, TX, USA |
| Period of the convention |
28 mag 2022 – 1 giu 2022 |
| Title of the review |
--
|
| Pages |
210 - 214 |
| Item link |
http://hdl.handle.net/11311/1227859 |
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Characterization of reset state through energy activation study in Ge-GST based ePCM (Show >>)(Hide <<)
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| Author/s |
Baldo, M; Turconi, L; Motta, A; Petroni, E; Laurin, L; Ielmini, D; Redaelli, A |
| Title of the convention |
European Solid-State Device Research Conference (ESSDERC) |
| Location of the convention |
Milano |
| Title of the review |
--
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| Pages |
229 - 232 |
| Item link |
http://hdl.handle.net/11311/1230767 |
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Decision Making by a Neuromorphic Network of Volatile Resistive Switching Memories (Show >>)(Hide <<)
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| Author/s |
Ricci, S; Kappel, D; Tetzlaff, C; Ielmini, D; Covi, E |
| Title of the convention |
IEEE International Conference on Electronics, Circuits and Systems (ICECS) |
| Location of the convention |
Glasgow, UK |
| Title of the review |
--
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| Pages |
1 - 4 |
| Item link |
http://hdl.handle.net/11311/1230769 |
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End-to-end modeling of variability-aware neural networks based on resistive-switching memory arrays (Show >>)(Hide <<)
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| Author/s |
Glukhov, A; Lepri, N; Milo, V; Baroni, A; Zambelli, C; Olivo, P; Perez, E; Wenger, C; Ielmini, D |
| Title of the convention |
30th International Conference on Very Large Scale Integration (VLSI-SoC) |
| Location of the convention |
Patras, Greece |
| Title of the review |
--
|
| Pages |
1 - 5 |
| Item link |
http://hdl.handle.net/11311/1230768 |
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Experimental verification and benchmark of in-memory principal component analysis by crosspoint arrays of resistive switching memory (Show >>)(Hide <<)
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| Author/s |
Mannocci, Piergiulio; Baroni, Andrea; Melacarne, Enrico; Zambelli, Cristian; Olivo, Piero; Perez, Eduardo; Wenger, Christian; Ielmini, Daniele |
| Title of the convention |
IEEE International Symposium on Circuits and Systems, ISCAS 2022 |
| Location of the convention |
Austin, TX, USA |
| Period of the convention |
27/05/2022 - 01/06/2022 |
| Title of the review |
--
|
| Pages |
326 - 330 |
| Item link |
http://hdl.handle.net/11311/1226615 |
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Exploring Process-Voltage-Temperature Variations Impact on 4T1R Multiplexers for Energy-aware Resistive RAM-based FPGAs (Show >>)(Hide <<)
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| Author/s |
Rizzi, T; Baroni, A; Glukhov, A; Bertozzi, D; Wenger, C; Ielmini, D; Zambelli, C |
| Title of the convention |
IEEE International Integrated Reliability Workshop (IIRW) |
| Location of the convention |
South Lake Tahoe, CA, USA |
| Title of the review |
--
|
| Pages |
1 - 5 |
| Item link |
http://hdl.handle.net/11311/1255738 |
|
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Interaction between forming pulse and integration process flow in ePCM (Show >>)(Hide <<)
|
| Author/s |
Baldo, M; Petroni, E; Laurin, L; Samanni, G; Melnic, O; Ielmini, D; Redaelli, A |
| Title of the convention |
2022 17th Conference on Ph.D Research in Microelectronics and Electronics (PRIME) |
| Location of the convention |
Villasimius, Italy |
| Title of the review |
--
|
| Pages |
53 - 56 |
| Item link |
http://hdl.handle.net/11311/1255017 |
|
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Low-current, highly linear synaptic memory device based on MoS2 transistors for online training and inference (Show >>)(Hide <<)
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| Author/s |
Farronato, Matteo; Melegari, Margherita; Ricci, Saverio; Hashemkani, Shahin; Compagnoni, Christian Monzio; Ielmini, Daniele |
| Title of the convention |
IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS) |
| Location of the convention |
Incheon, Republic of Korea |
| Title of the review |
--
|
| Pages |
17 - 20 |
| Item link |
http://hdl.handle.net/11311/1221130 |
|
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Mitigating read-program variation and IR drop by circuit architecture in RRAM-based neural network accelerators (Show >>)(Hide <<)
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| Author/s |
Lepri, N.; Glukhov, A.; Ielmini, D. |
| Title of the convention |
IEEE INTERNATIONAL RELIABILITY PHYSICS SYMPOSIUM PROCEEDINGS |
| Location of the convention |
Dallas, TX |
| Period of the convention |
March 27-31, 2022 |
| Title of the review |
--
|
| Pages |
1 - 6 |
| Item link |
http://hdl.handle.net/11311/1219088 |
|
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Modeling Environment for Ge-rich GST Phase Change Memory Cells (Show >>)(Hide <<)
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| Author/s |
Baldo, M.; Laurin, L.; Petroni, E.; Samanni, G.; Allegra, M.; Gomiero, E.; Ielmini, D.; Redaelli, A. |
| Title of the convention |
2022 IEEE International Memory Workshop (IMW) |
| Location of the convention |
Dresda, Germany |
| Title of the review |
--
|
| Pages |
1 - 4 |
| Item link |
http://hdl.handle.net/11311/1217546 |
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Statistical model of program/verify algorithms in resistive-switching memories for in-memory neural network accelerators (Show >>)(Hide <<)
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| Author/s |
Glukhov, A.; Milo, V.; Baroni, A.; Lepri, N.; Zambelli, C.; Olivo, P.; Perez, E.; Wenger, C.; Ielmini, D. |
| Title of the convention |
2022 IEEE International Reliability Physics Symposium (IRPS) |
| Location of the convention |
Dallas, TX |
| Title of the review |
--
|
| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1219089 |
|
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Status and challenges of in-memory computing for neural accelerators (Show >>)(Hide <<)
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| Author/s |
Ielmini, D.; Lepri, N.; Mannocci, P.; Glukhov, A. |
| Title of the convention |
2022 International Symposium on VLSI Technology, Systems and Applications, VLSI-TSA 2022 |
| Location of the convention |
twn |
| Period of the convention |
2022 |
| Title of the review |
--
|
| Pages |
1 - 2 |
| Item link |
http://hdl.handle.net/11311/1216777 |
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Thermal switching of TiO2-based RRAM for parameter extraction and neuromorphic engineering (Show >>)(Hide <<)
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| Author/s |
Milozzi, A; Reiser, D; Drost, A; Neuner, T; Tornow, M; Ielmini, D |
| Title of the convention |
ESSDERC 2022- IEEE 48th European Solid State Device Research Conference (ESSDERC), 2022 |
| Location of the convention |
Milano |
| Title of the review |
--
|
| Pages |
133 - 136 |
| Item link |
http://hdl.handle.net/11311/1230757 |
|
| Scientific Books |
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Resistive Switching: Oxide Materials, Mechanisms, Devices and Operations (Show >>)(Hide <<)
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| Journal Articles |
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2022 roadmap on neuromorphic computing and engineering (Show >>)(Hide <<)
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| Author/s |
Christensen, Dennis Valbjørn; Dittmann, Regina; Linares-Barranco, Bernabe; Sebastian, Abu; Le Gallo, Manuel; Redaelli, Andrea; Slesazeck, Stefan; Mikolajick, Thomas; Spiga, Sabina; Menzel, Stephan; Valov, Ilia; Milano, Gianluca; Ricciardi, Carlo; Liang, Shi-Jun; Miao, Feng; Lanza, Mario; Quill, Tyler J.; Keene, Scott Tom; Salleo, Alberto; Grollier, Julie; Markovic, Danijela; Mizrahi, Alice; Yao, Peng; Yang, J. Joshua; Indiveri, Giacomo; Strachan, John Paul; Datta, Suman; Vianello, Elisa; Valentian, Alexandre; Feldmann, Johannes; Li, Xuan; Pernice, Wolfram HP; Bhaskaran, Harish; Furber, Steve; Neftci, Emre; Scherr, Franz; Maass, Wolfgang; Ramaswamy, Srikanth; Tapson, Jonathan; Panda, Priyadarshini; Kim, Youngeun; Tanaka, Gouhei; Thorpe, Simon; Bartolozzi, Chiara; Cleland, Thomas A; Posch, Christoph; Liu, Shih-Chii; Panuccio, Gabriella; Mahmud, Mufti; Mazumder, Arnab Neelim; Hosseini, Morteza; Mohsenin, Tinoosh; Donati, Elisa; Tolu, Silvia; Galeazzi, Roberto; Christensen, Martin Ejsing; Holm, Sune; Ielmini, Daniele; Pryds, Nini |
| Title of the review |
NEUROMORPHIC COMPUTING AND ENGINEERING (ISSN: 2634-4386) |
| Volume |
2 |
| Brochure |
-- |
| Pages |
1 - 113 |
| Item link |
http://hdl.handle.net/11311/1216776 |
|
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A CMOS-memristor hybrid system for implementing stochastic binary spike timing-dependent plasticity (Show >>)(Hide <<)
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| Author/s |
Ahmadi-Farsani, Javad; Ricci, Saverio; Hashemkhani, Shahin; Ielmini, Daniele; Linares-Barranco, Bernabé; Serrano-Gotarredona, Teresa |
| Title of the review |
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY OF LONDON SERIES A: MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (ISSN: 1364-503X) |
| Volume |
380 |
| Brochure |
2228 |
| Pages |
1 - 22 |
| Item link |
http://hdl.handle.net/11311/1217545 |
|
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An analogue in-memory ridge regression circuit with application to massive MIMO acceleration (Show >>)(Hide <<)
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| Author/s |
Mannocci, P.; Melacarne, E.; Ielmini, D. |
| Title of the review |
IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS (ISSN: 2156-3357) |
| Volume |
12 |
| Brochure |
4 |
| Pages |
952 - 962 |
| Item link |
http://hdl.handle.net/11311/1223995 |
|
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An energy-efficient in-memory computing architecture for survival data analysis based on resistive switching memories (Show >>)(Hide <<)
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| Author/s |
Baroni, Andrea; Glukhov, Artem; Pérez, Eduardo; Wenger, Christian; Calore, Enrico; Schifano, Sebastiano Fabio; Olivo, Piero; Ielmini, Daniele; Zambelli, Cristian |
| Title of the review |
FRONTIERS IN NEUROSCIENCE (ISSN: 1662-4548) |
| Volume |
16 |
| Brochure |
-- |
| Pages |
1 - 16 |
| Item link |
http://hdl.handle.net/11311/1222121 |
|
| Author/s |
Redaelli, A; Gandolfo, A; Samanni, G; Gomiero, E; Petroni, E; Scotti, L; Lippiello, A; Mattavelli, P; Jasse, J; Codegoni, D; Serafini, A; Ranica, R; Boccaccio, C; Sandrini, J; Berthelon, R; Grenier, Jc; Weber, O; Turgis, D; Valery, A; Del Medico, S; Caubet, V; Reynard, Jp; Dutartre, D; Favennec, L; Conte, A; Disegni, F; De Tomasi, M; Ventre, A; Baldo, M; Ielmini, D; Maurelli, A; Ferreira, P; Arnaud, F; Piazza, F; Cappelletti, P; Annunziata, R; Gonella, R |
| Title of the review |
IEEE JOURNAL OF THE ELECTRON DEVICES SOCIETY (ISSN: 2168-6734) |
| Volume |
10 |
| Brochure |
-- |
| Pages |
563 - 568 |
| Item link |
http://hdl.handle.net/11311/1220301 |
|
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Forming-Free Resistive Switching Memory Crosspoint Arrays for In-Memory Machine Learning (Show >>)(Hide <<)
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| Author/s |
Ricci, S; Mannocci, P; Farronato, M; Hashemkhani, S; Ielmini, D |
| Title of the review |
ADVANCED INTELLIGENT SYSTEMS (ISSN: 2640-4567) |
| Volume |
4 |
| Brochure |
8 |
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1220090 |
|
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HfO2-based resistive switching memory devices for neuromorphic computing (Show >>)(Hide <<)
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| Author/s |
Brivio, S; Spiga, S; Ielmini, D |
| Title of the review |
NEUROMORPHIC COMPUTING AND ENGINEERING (ISSN: 2634-4386) |
| Volume |
2 |
| Brochure |
4 |
| Pages |
1 - 22 |
| Item link |
http://hdl.handle.net/11311/1222605 |
|
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In-Memory Principal Component Analysis by Crosspoint Array of Resistive Switching Memory: A New Hardware Approach for Energy-Efficient Data Analysis in Edge Computing (Show >>)(Hide <<)
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| Author/s |
Mannocci, Piergiulio; Baroni, Andrea; Melacarne, Enrico; Zambelli, Cristian; Olivo, Piero; Perez, Eduardo; Wenger, Christian; Ielmini, Daniele |
| Title of the review |
IEEE NANOTECHNOLOGY MAGAZINE (ISSN: 1932-4310) |
| Volume |
16 |
| Brochure |
2 |
| Pages |
4 - 13 |
| Item link |
http://hdl.handle.net/11311/1210234 |
|
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Invited Tutorial: Analog Matrix Computing with Crosspoint Resistive Memory Arrays (Show >>)(Hide <<)
|
| Author/s |
Sun, Z.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS (ISSN: 1549-7747) |
| Volume |
69 |
| Brochure |
7 |
| Pages |
3024 - 3029 |
| Item link |
http://hdl.handle.net/11311/1218512 |
|
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Ionic-electronic halide perovskite memdiodes enabling neuromorphic computing with a second-order complexity (Show >>)(Hide <<)
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| Author/s |
John, Rohit Abraham; Milozzi, Alessandro; Tsarev, Sergey; Brönnimann, Rolf; Boehme, Simon C; Wu, Erfu; Shorubalko, Ivan; Kovalenko, Maksym V; Ielmini, Daniele |
| Title of the review |
SCIENCE ADVANCES (ISSN: 2375-2548) |
| Volume |
8 |
| Brochure |
51 |
| Pages |
1 - 11 |
| Item link |
http://hdl.handle.net/11311/1227858 |
|
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Low Conductance State Drift Characterization and Mitigation in Resistive Switching Memories (RRAM) for Artificial Neural Networks (Show >>)(Hide <<)
|
| Author/s |
Baroni, A; Glukhov, A; Perez, E; Wenger, C; Ielmini, D; Olivo, P; Zambelli, C |
| Title of the review |
IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY (ISSN: 1530-4388) |
| Volume |
22 |
| Brochure |
3 |
| Pages |
340 - 347 |
| Item link |
http://hdl.handle.net/11311/1222119 |
|
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Memtransistor Devices Based on MoS 2 Multilayers with Volatile Switching due to Ag Cation Migration (Show >>)(Hide <<)
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| Author/s |
Farronato, Matteo; Melegari, Margherita; Ricci, Saverio; Hashemkhani, Shahin; Bricalli, Alessandro; Ielmini, Daniele |
| Title of the review |
ADVANCED ELECTRONIC MATERIALS (ISSN: 2199-160X) |
| Volume |
8 |
| Brochure |
8 |
| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1220089 |
|
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Modeling and Compensation of IR Drop in Crosspoint Accelerators of Neural Networks (Show >>)(Hide <<)
|
| Author/s |
Lepri, N.; Baldo, M.; Mannocci, P.; Glukhov, A.; Milo, V.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
69 |
| Brochure |
3 |
| Pages |
1575 - 1581 |
| Item link |
http://hdl.handle.net/11311/1206538 |
|
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Pavlovian conditioning achieved via one-transistor/one-resistor memristive synapse (Show >>)(Hide <<)
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| Author/s |
Cheng, Yankun; Lin, Ya; Zeng, Tao; Shan, Xuanyu; Wang, Zhongqiang; Zhao, Xiaoning; Ielmini, Daniele; Xu, Haiyang; Liu, Yichun |
| Title of the review |
APPLIED PHYSICS LETTERS (ISSN: 0003-6951) |
| Volume |
120 |
| Brochure |
13 |
| Pages |
1 - 6 |
| Item link |
http://hdl.handle.net/11311/1210200 |
|
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Redox memristors with volatile threshold switching behavior for neuromorphic computing (Show >>)(Hide <<)
|
| Author/s |
Wang, Yu-Hao; Gong, Tian-Cheng; Ding, Ya-Xin; Li, Yang; Wang, Wei; Chen, Zi-Ang; Du, Nan; Covi, Erika; Farronato, Matteo; Ielmini, Daniele; Zhang, Xu-Meng; Luo, Qing |
| Title of the review |
JOURNAL OF ELECTRONIC SCIENCE AND TECHNOLOGY (ISSN: 1674-862X) |
| Volume |
20 |
| Brochure |
4 |
| Pages |
1 - 15 |
| Item link |
http://hdl.handle.net/11311/1227857 |
|
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Three-Terminal Ovonic Threshold Switch (3T-OTS) with Tunable Threshold Voltage for Versatile Artificial Sensory Neurons (Show >>)(Hide <<)
|
| Author/s |
Lee, H.; Cho, S. W.; Kim, S. J.; Lee, J.; Kim, K. S.; Kim, I.; Park, J. -K.; Kwak, J. Y.; Kim, J.; Park, J.; Jeong, Y.; Hwang, G. W.; Lee, K. -S.; Ielmini, D.; Lee, S. |
| Title of the review |
NANO LETTERS (ISSN: 1530-6984) |
| Volume |
22 |
| Brochure |
2 |
| Pages |
733 - 739 |
| Item link |
http://hdl.handle.net/11311/1199406 |
|
| List of publications and reserach products for the year 2021 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Patents |
|
Dispositivo basato su nanofili per l’implementazione di un reservoir per una rete neurale (Show >>)(Hide <<)
|
| Author/s |
Ricciardi, C.; Montano, K.; Milano, G.; Ielmini, D.; Pedretti, G. |
| Patent owner |
Politecnico di Milano, Politecnico di Torino, ISTITUTO NAZIONALE DI RICERCA METROLOGICA |
| Patent number |
102021000019277 |
| Item link |
http://hdl.handle.net/11311/1213995 |
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| Contributions on scientific books |
| Author/s of the contributin |
Ielmini, Daniele |
| Title of the book |
The World Scientific Reference of Amorphous Materials (ISBN: 978-981-12-1556-8; 978-981-12-1557-5) |
| Author/s of the book |
Alexander V Kolobov and Koichi Shimakawa |
| Publisher |
World Scientific |
| Pages |
341 - 365 |
| Item link |
http://hdl.handle.net/11311/1174907 |
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| Conference proceedings |
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Conductance variations and their impact on the precision of in-memory computing with resistive switching memory (RRAM) (Show >>)(Hide <<)
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| Author/s |
Pedretti, G.; Ambrosi, E.; Ielmini, D. |
| Title of the convention |
2021 IEEE International Reliability Physics Symposium, IRPS 2021 |
| Location of the convention |
usa |
| Period of the convention |
2021 |
| Title of the review |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1173656 |
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Improving Ge-rich GST ePCM reliability through BEOL engineering (Show >>)(Hide <<)
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| Author/s |
Redaelli, A.; Gandolfo, A.; Samanni, G.; Gomiero, E.; Petroni, E.; Scotti, L.; Lippiello, A.; Mattavelli, P.; Jasse, J.; Codegoni, D.; Serafini, A.; Ranica, R.; Boccaccio, C.; Sandrini, J.; Berthelon, R.; Grenier, Jc.; Weber, O.; Turgis, D.; Valery, A.; Del Medico, S.; Caubet, V.; Reynard, Jp.; Dutartre, D.; Favennec, L.; Conte, A.; Disegni, F.; De Tomasi, M.; Ventre, A.; Baldo, M.; Ielmini, D.; Maurelli, A.; Ferreira, P.; Arnaud, F.; Piazza, F.; Cappelletti, P.; Annunziata, R.; Gonella, R. |
| Title of the convention |
ESSDERC 2021 - IEEE 51st European Solid-State Device Research Conference (ESSDERC) |
| Location of the convention |
Grenoble, France |
| Title of the review |
--
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| Pages |
231 - 234 |
| Item link |
http://hdl.handle.net/11311/1194824 |
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Modeling of oxide-based ECRAM programming by drift-diffusion ion transport (Show >>)(Hide <<)
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| Author/s |
Baldo, Matteo; Ielmini, Daniele |
| Title of the convention |
2021 IEEE International Memory Workshop (IMW) |
| Location of the convention |
Dresden |
| Title of the review |
--
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| Pages |
1 - 4 |
| Item link |
http://hdl.handle.net/11311/1175629 |
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Optimized programming algorithms for multilevel RRAM in hardware neural networks (Show >>)(Hide <<)
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| Author/s |
Milo, V.; Anzalone, F.; Zambelli, C.; Perez, E.; Mahadevaiah, M. K.; Ossorio, O. G.; Olivo, P.; Wenger, C.; Ielmini, D. |
| Title of the convention |
2021 IEEE International Reliability Physics Symposium, IRPS 2021 |
| Location of the convention |
usa |
| Period of the convention |
2021 |
| Title of the review |
--
|
| Pages |
1 - 6 |
| Item link |
http://hdl.handle.net/11311/1173657 |
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Tackling the Low Conductance State Drift through Incremental Reset and Verify in RRAM arrays (Show >>)(Hide <<)
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| Author/s |
Baroni, Andrea; Zambelli, Cristian; Olivo, Piero; Perez, Eduardo; Wenger, Christian; Ielmini, Daniele |
| Title of the convention |
IEEE International Integrated Reliability Workshop (IIRW) |
| Location of the convention |
Lake Tahoe, USA |
| Title of the review |
--
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| Pages |
1 - 5 |
| Item link |
http://hdl.handle.net/11311/1194801 |
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| Journal Articles |
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A Brain-Inspired Homeostatic Neuron Based on Phase-Change Memories for Efficient Neuromorphic Computing (Show >>)(Hide <<)
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| Author/s |
Munoz-Martin, I.; Bianchi, S.; Hashemkhani, S.; Pedretti, G.; Melnic, O.; Ielmini, D. |
| Title of the review |
FRONTIERS IN NEUROSCIENCE (ISSN: 1662-4548) |
| Volume |
15 |
| Brochure |
-- |
| Pages |
1 - 14 |
| Item link |
http://hdl.handle.net/11311/1188477 |
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A Drift-Resilient Hardware Implementation of Neural Accelerators Based on Phase Change Memory Devices (Show >>)(Hide <<)
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| Author/s |
Munoz-Martin, I.; Bianchi, S.; Melnic, O.; Bonfanti, A. G.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
68 |
| Brochure |
12 |
| Pages |
6076 - 6081 |
| Item link |
http://hdl.handle.net/11311/1191359 |
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A Universal, Analog, In-Memory Computing Primitive for Linear Algebra Using Memristors (Show >>)(Hide <<)
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| Author/s |
Mannocci, Piergiulio; Pedretti, Giacomo; Giannone, Elisabetta; Melacarne, Enrico; Sun, Zhong; Ielmini, Daniele |
| Title of the review |
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS (ISSN: 1549-8328) |
| Volume |
68 |
| Brochure |
12 |
| Pages |
4889 - 4899 |
| Item link |
http://hdl.handle.net/11311/1189813 |
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Accurate Program/Verify Schemes of Resistive Switching Memory (RRAM) for In-Memory Neural Network Circuits (Show >>)(Hide <<)
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| Author/s |
Milo, Valerio; Glukhov, Artem; Perez, Eduardo; Zambelli, Cristian; Lepri, Nicola; Mahadevaiah, Mamathamba Kalishettyhalli; Quesada, Emilio Perez-Bosch; Olivo, Piero; Wenger, Christian; Ielmini, Daniele |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
68 |
| Brochure |
8 |
| Pages |
3832 - 3837 |
| Item link |
http://hdl.handle.net/11311/1181428 |
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Combining accuracy and plasticity in convolutional neural networks based on resistive memory arrays for autonomous learning (Show >>)(Hide <<)
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| Author/s |
Bianchi, S.; Munoz-Martin, I.; Covi, E.; Bricalli, A.; Piccoloni, G.; Regev, A.; Molas, G.; Nodin, J. F.; Andrieu, F.; Ielmini, D. |
| Title of the review |
IEEE JOURNAL ON EXPLORATORY SOLID-STATE COMPUTATIONAL DEVICES AND CIRCUITS (ISSN: 2329-9231) |
| Volume |
7 |
| Brochure |
2 |
| Pages |
132 - 140 |
| Item link |
http://hdl.handle.net/11311/1190413 |
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Empirical metal-oxide RRAM device endurance and retention model for deep learning simulations (Show >>)(Hide <<)
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| Author/s |
Lammie, C.; Azghadi, M. R.; Ielmini, D. |
| Title of the review |
SEMICONDUCTOR SCIENCE AND TECHNOLOGY (ISSN: 0268-1242) |
| Volume |
36 |
| Brochure |
6 |
| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1173655 |
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In materia reservoir computing with a fully memristive architecture based on self-organizing nanowire networks (Show >>)(Hide <<)
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| Author/s |
Milano, G.; Pedretti, G.; Montano, K.; Ricci, S.; Hashemkhani, S.; Boarino, L.; Ielmini, D.; Ricciardi, C. |
| Title of the review |
NATURE MATERIALS (ISSN: 1476-1122) |
| Volume |
21 |
| Brochure |
2 |
| Pages |
195 - 202 |
| Item link |
http://hdl.handle.net/11311/1199405 |
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In-memory computing with resistive memory circuits: Status and outlook (Show >>)(Hide <<)
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Materials challenges and opportunities for brain-inspired computing (Show >>)(Hide <<)
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| Author/s |
Zhao, Y. D.; Kang, J. F.; Ielmini, D. |
| Title of the review |
MRS BULLETIN (ISSN: 0883-7694) |
| Volume |
46 |
| Brochure |
-- |
| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1191235 |
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Optimization Schemes for In-Memory Linear Regression Circuit With Memristor Arrays (Show >>)(Hide <<)
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| Author/s |
Wang, S.; Sun, Z.; Liu, Y.; Bao, S.; Cai, Y.; Ielmini, D.; Huang, R. |
| Title of the review |
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS (ISSN: 1549-8328) |
| Volume |
68 |
| Brochure |
12 |
| Pages |
4900 - 4909 |
| Item link |
http://hdl.handle.net/11311/1191236 |
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Redundancy and Analog Slicing for Precise In-Memory Machine Learning--Part II: Applications and Benchmark (Show >>)(Hide <<)
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| Author/s |
Pedretti, G.; Mannocci, P.; Li, C.; Sun, Z.; Strachan, J. P.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
68 |
| Brochure |
9 |
| Pages |
4379 - 4383 |
| Item link |
http://hdl.handle.net/11311/1182410 |
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Redundancy and Analog Slicing for Precise in-Memory Machine Learning--Part I: Programming Techniques (Show >>)(Hide <<)
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| Author/s |
Pedretti, G.; Mannocci, P.; Li, C.; Sun, Z.; Strachan, J. P.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
68 |
| Brochure |
9 |
| Pages |
4373 - 4378 |
| Item link |
http://hdl.handle.net/11311/1182411 |
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Standards for the Characterization of Endurance in Resistive Switching Devices (Show >>)(Hide <<)
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| Author/s |
Lanza, Mario; Waser, Rainer; Ielmini, Daniele; Yang, J Joshua; Goux, Ludovic; Suñe, Jordi; Kenyon, Anthony Joseph; Mehonic, Adnan; Spiga, Sabina; Rana, Vikas; Wiefels, Stefan; Menzel, Stephan; Valov, Ilia; Villena, Marco A; Miranda, Enrique; Jing, Xu; Campabadal, Francesca; Gonzalez, Mireia B; Aguirre, Fernando; Palumbo, Felix; Zhu, Kaichen; Roldan, Juan Bautista; Puglisi, Francesco Maria; Larcher, Luca; Hou, Tuo-Hung; Prodromakis, Themis; Yang, Yuchao; Huang, Peng; Wan, Tianqing; Chai, Yang; Pey, Kin Leong; Raghavan, Nagarajan; Dueñas, Salvador; Wang, Tao; Xia, Qiangfei; Pazos, Sebastian |
| Title of the review |
ACS NANO (ISSN: 1936-0851) |
| Volume |
15 |
| Brochure |
11 |
| Pages |
17214 - 17231 |
| Item link |
http://hdl.handle.net/11311/1190401 |
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Switching Dynamics of Ag Based Filamentary Volatile Resistive Switching Devices--Part I: Experimental Characterization (Show >>)(Hide <<)
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| Author/s |
Covi, E.; Wang, W.; Lin, Y.; Farronato, M.; Ambrosi, E.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
68 |
| Brochure |
9 |
| Pages |
4335 - 4341 |
| Item link |
http://hdl.handle.net/11311/1182416 |
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Switching Dynamics of Ag-Based Filamentary Volatile Resistive Switching Devices--Part II: Mechanism and Modeling (Show >>)(Hide <<)
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| Author/s |
Wang, W.; Covi, E.; Lin, Y.; Ambrosi, E.; Milozzi, A.; Sbandati, C.; Farronato, M.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
68 |
| Brochure |
9 |
| Pages |
4342 - 4349 |
| Item link |
http://hdl.handle.net/11311/1182420 |
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