Irina Kataeva

According to our database, Irina Kataeva authored at least 9 papers between 2010 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Towards the Development of Analog Neuromorphic Chip Prototype with 2.4M Integrated Memristors.

Irina Kataeva, Shigeki Ohtsuka, Hussein Nili, Hyungjin Kim, Yoshihiko Isobe, Koichi Yako, Dmitri B. Strukov

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

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

Memristor-based perceptron classifier: Increasing complexity and coping with imperfect hardware.

Farnood Merrikh-Bayat, Mirko Prezioso, Bhaswar Chakrabarti, Irina Kataeva, Dmitri B. Strukov

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

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

Density-Based Data Pruning Method for Deep Reinforcement Learning.

Teerapat Rojanaarpa, Irina Kataeva

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015

Low area overhead in-situ training approach for memristor-based classifier.

Elham Zamanidoost, Michael Klachko, Dmitri B. Strukov, Irina Kataeva

Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, 2015

Efficient training algorithms for neural networks based on memristive crossbar circuits.

Irina Kataeva, Farnood Merrikh-Bayat, Elham Zamanidoost, Dmitri B. Strukov

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

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

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

Proceedings of the Design, Automation and Test in Europe, 2010