| Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits FM Bayat, M Prezioso, B Chakrabarti, H Nili, I Kataeva, D Strukov Nature communications 9 (1), 2331, 2018 | 395 | 2018 |
| Efficient training algorithms for neural networks based on memristive crossbar circuits I Kataeva, F Merrikh-Bayat, E Zamanidoost, D Strukov 2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015 | 112 | 2015 |
| 100 GHz Demonstrations Based on the Single-Flux-Quantum Cell Library for the 10 kA/cm2 Nb Multi-Layer Process Y Yamanashi, T Kainuma, N Yoshikawa, I Kataeva, H Akaike, A Fujimaki, ... IEICE transactions on electronics 93 (4), 440-444, 2010 | 88 | 2010 |
| Modeling and implementation of firing-rate neuromorphic-network classifiers with bilayer Pt/Al2O3/TiO2− x/Pt memristors M Prezioso, I Kataeva, F Merrikh-Bayat, B Hoskins, G Adam, T Sota, ... 2015 IEEE International electron devices meeting (IEDM), 17.4. 1-17.4. 4, 2015 | 65 | 2015 |
| Manhattan rule training for memristive crossbar circuit pattern classifiers E Zamanidoost, FM Bayat, D Strukov, I Kataeva 2015 IEEE 9th International Symposium on Intelligent Signal Processing (WISP …, 2015 | 47 | 2015 |
| Memristor-based perceptron classifier: Increasing complexity and coping with imperfect hardware FM Bayat, M Prezioso, B Chakrabarti, I Kataeva, D Strukov 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 549-554, 2017 | 43 | 2017 |
| Memristive neuromorphic circuit and method for training the memristive neuromorphic circuit I Kataeva, DB Strukov, F Merrikh-bayat US Patent 10,332,004, 2019 | 40 | 2019 |
| Time-delay optimization of RSFQ cells S Intiso, I Kataeva, E Tolkacheva, H Engseth, K Platov, ... IEEE transactions on applied superconductivity 15 (2), 328-331, 2005 | 37 | 2005 |
| Towards the development of analog neuromorphic chip prototype with 2.4 M integrated memristors I Kataeva, S Ohtsuka, H Nili, H Kim, Y Isobe, K Yako, D Strukov 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2019 | 35 | 2019 |
| SFQ propagation properties in passive transmission lines based on a 10-Nb-layer structure K Takagi, M Tanaka, S Iwasaki, R Kasagi, I Kataeva, S Nagasawa, ... IEEE transactions on applied superconductivity 19 (3), 617-620, 2009 | 31 | 2009 |
| Design of single flux quantum cells for a 10-Nb-layer process H Akaike, M Tanaka, K Takagi, I Kataeva, R Kasagi, A Fujimaki, ... Physica C: Superconductivity 469 (15-20), 1670-1673, 2009 | 29 | 2009 |
| New design of an RSFQ parallel multiply–accumulate unit I Kataeva, H Engseth, A Kidiyarova-Shevchenko Superconductor Science and Technology 19 (5), S381, 2006 | 28 | 2006 |
| Comprehensive compact phenomenological modeling of integrated metal-oxide memristors H Nili, AF Vincent, M Prezesio, MR Mahmoodi, I Kataeva, DB Strukov IEEE Transactions on Nanotechnology 19, 344-349, 2020 | 27 | 2020 |
| An operand routing network for an SFQ reconfigurable data-paths processor I Kataeva, H Akaike, A Fujimaki, N Yoshikawa, N Takagi, K Inoue, ... IEEE transactions on applied superconductivity 19 (3), 665-669, 2009 | 25 | 2009 |
| RSFQ asynchronous serial multiplier and spreading codes generator for multiuser detector AY Kidiyarova-Shevchenko, KY Platov, EM Tolkacheva, IA Kataeva IEEE transactions on applied superconductivity 13 (2), 429-432, 2003 | 24 | 2003 |
| Optimization of superconducting microstrip interconnects for rapid single-flux-quantum circuits MR Rafique, I Kataeva, H Engseth, M Tarasov, A Kidiyarova-Shevchenko Superconductor Science and Technology 18 (8), 1065, 2005 | 17 | 2005 |
| Influence of the bias supply lines on the performance of RSFQ circuits E Tolkacheva, H Engseth, I Kataeva, A Kidiyarova-Shevchenko IEEE transactions on applied superconductivity 15 (2), 276-279, 2005 | 17 | 2005 |
| RSFQ digital signal processor for interference cancellation I Kataeva, H Zhao, H Engseth, E Tolkacheva, A Kidiyarova-Shevchenko IEEE transactions on applied superconductivity 15 (2), 405-410, 2005 | 17 | 2005 |
| Low area overhead in-situ training approach for memristor-based classifier E Zamanidoost, M Klachko, D Strukov, I Kataeva Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale …, 2015 | 15 | 2015 |
| Clock line considerations for an SFQ large scale reconfigurable data paths processor I Kataeva, H Akaike, A Fujimaki, N Yoshikawa, S Nagasawa, N Takagi IEEE transactions on applied superconductivity 21 (3), 809-813, 2010 | 15 | 2010 |
Dmitri StrukovProfessor of Electrical and Computer Engineering, University of California, Santa BarbaraVerified email at ece.ucsb.edu
