Irina Kataeva

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 7

Top Topics

Algorithmic Solutions

Supervised Training

Top Venues

Publications

Irina Kataeva, Shigeki Ohtsuka, Hussein Nili, Hyungjin Kim, Yoshihiko Isobe, Koichi Yako, Dmitri B. Strukov
Towards the Development of Analog Neuromorphic Chip Prototype with 2.4M Integrated Memristors. ISCAS (2019)
Farnood Merrikh-Bayat, Mirko Prezioso, Bhaswar Chakrabarti, Irina Kataeva, Dmitri B. Strukov
Memristor-based perceptron classifier: Increasing complexity and coping with imperfect hardware. ICCAD (2017)
F. Merrikh Bayat, Mirko Prezioso, Bhaswar Chakrabarti, Irina Kataeva, Dmitri B. Strukov
Implementation of Multilayer Perceptron Network with Highly Uniform Passive Memristive Crossbar Circuits. CoRR (2017)
Farnood Merrikh-Bayat, Mirko Prezioso, Bhaswar Chakrabarti, Irina Kataeva, Dmitri B. Strukov
Advancing Memristive Analog Neuromorphic Networks: Increasing Complexity, and Coping with Imperfect Hardware Components. CoRR (2016)
Teerapat Rojanaarpa, Irina Kataeva
Density-Based Data Pruning Method for Deep Reinforcement Learning. ICMLA (2016)
Elham Zamanidoost, Michael Klachko, Dmitri B. Strukov, Irina Kataeva
Low area overhead in-situ training approach for memristor-based classifier. NANOARCH (2015)
Irina Kataeva, Farnood Merrikh-Bayat, Elham Zamanidoost, Dmitri B. Strukov
Efficient training algorithms for neural networks based on memristive crossbar circuits. IJCNN (2015)
Yuki Yamanashi, Toshiki Kainuma, Nobuyuki Yoshikawa, Irina Kataeva, Hiroyuki Akaike, Akira Fujimaki, Masamitsu Tanaka, Naofumi Takagi, Shuichi Nagasawa, Mutsuo Hidaka
Nb Multi-Layer Process. IEICE Trans. Electron. (4) (2010)
Farhad Mehdipour, Hiroaki Honda, Hiroshi Kataoka, Koji Inoue, Irina Kataeva, Kazuaki J. Murakami, Hiroyuki Akaike, Akira Fujimaki
Mapping scientific applications on a large-scale data-path accelerator implemented by single-flux quantum (SFQ) circuits. DATE (2010)