Irina Kataeva

Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits

F. Merrikh Bayat, M. Prezioso, Bhaswar Chakrabarti et al. · Nature Communications · 2018 · 370 citations · Full text

Efficient training algorithms for neural networks based on memristive crossbar circuits

Irina Kataeva, Farnood Merrikh-Bayat, Elham Zamanidoost et al. · 2015 · 98 citations

Engineering, Machine Learning, Neural Networks (Machine Learning) +18

100 GHz Demonstrations Based on the Single-Flux-Quantum Cell Library for the 10 kA/cm2 Nb Multi-Layer Process

Yuki Yamanashi, Toshiki Kainuma, Nobuyuki Yoshikawa et al. · IEICE Transactions on Electronics · 2010 · 97 citations

Single-flux-quantum Cell Library, Engineering, Vlsi Design +18

Modeling and implementation of firing-rate neuromorphic-network classifiers with bilayer Pt/Al2O3/TiO2−x/Pt Memristors

M. Prezioso, Irina Kataeva, Farshad Merrikh‐Bayat et al. · 2015 · 50 citations

Engineering, Neural Networks (Machine Learning), Integrated Circuits +22

Manhattan rule training for memristive crossbar circuit pattern classifiers

Elham Zamanidoost, F. Merrikh Bayat, Dmitri B. Strukov et al. · 2015 · 44 citations

Electrical Engineering, Engineering, Machine Learning +13