Mapping scientific applications on a large-scale data-path accelerator implemented by single-flux quantum (SFQ) circuits. - Farhad Mehdipour; Hiroaki Honda; Hiroshi Kataoka; Koji Inoue; Irina Kataeva; Kazuaki J. Murakami; Hiroyuki Akaike; Akira Fujimaki (DATE, 2010)

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; Irina Kataeva; Hiroyuki Akaike; Akira Fujimaki; Masamitsu Tanaka; Naofumi Takagi; Shuichi Nagasawa; Mutsuo Hidaka (IEICE Trans. Electron., 2010)

Efficient training algorithms for neural networks based on memristive crossbar circuits. - Irina Kataeva; Farnood Merrikh-Bayat; Elham Zamanidoost; Dmitri B. Strukov (IJCNN, 2015)

Low area overhead in-situ training approach for memristor-based classifier. - Elham Zamanidoost; Michael Klachko; Dmitri B. Strukov; Irina Kataeva (NANOARCH, 2015)

Density-Based Data Pruning Method for Deep Reinforcement Learning. - Teerapat Rojanaarpa; Irina Kataeva (ICMLA, 2016)

Advancing Memristive Analog Neuromorphic Networks: Increasing Complexity, and Coping with Imperfect Hardware Components. - Farnood Merrikh-Bayat; Mirko Prezioso; Bhaswar Chakrabarti; Irina Kataeva; Dmitri B. Strukov (CoRR, 2016)

Memristor-based perceptron classifier: Increasing complexity and coping with imperfect hardware. - Farnood Merrikh-Bayat; Mirko Prezioso; Bhaswar Chakrabarti; Irina Kataeva; Dmitri B. Strukov (ICCAD, 2017)

Implementation of Multilayer Perceptron Network with Highly Uniform Passive Memristive Crossbar Circuits. - F. Merrikh Bayat; Mirko Prezioso; Bhaswar Chakrabarti; Irina Kataeva; Dmitri B. Strukov (CoRR, 2017)

Towards the Development of Analog Neuromorphic Chip Prototype with 2.4M Integrated Memristors. - Irina Kataeva; Shigeki Ohtsuka; Hussein Nili; Hyungjin Kim 001; Yoshihiko Isobe; Koichi Yako; Dmitri B. Strukov (ISCAS, 2019)