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researcher

I. Kataeva

3 papers hereh-index 14885 citations35 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.ET2
  • physics.app-ph1

identity via Semantic Scholar / OpenAlex

activity
20162018
most citedImplementation of Multilayer Perceptron Network with Highly Uniform Passive Memristive Crossbar Circuits

18 citations · 26 across the 3 of their papers we have counts for

collaborators

3 papers

physics.app-ph2018

Compact Modeling of I-V Characteristics, Temperature Dependency, Variations, and Noise of Integrated, Reproducible Metal-Oxide Memristors

H. Nili, A. Vincent, M. Prezioso +3

We present a comprehensive phenomenological model for the crossbar integrated metal-oxide continuous-state memristors. The model consists of static and dynamic equations, which are…

cs.ET2017★ 18 cited

Implementation of Multilayer Perceptron Network with Highly Uniform Passive Memristive Crossbar Circuits

F. Merrikh Bayat, M. Prezioso, B. Chakrabarti +2

The progress in the field of neural computation hinges on the use of hardware more efficient than the conventional microprocessors. Recent works have shown that mixed-signal integr…

cs.ET2016★ 8 cited

Advancing Memristive Analog Neuromorphic Networks: Increasing Complexity, and Coping with Imperfect Hardware Components

F. Merrikh Bayat, M. Prezioso, B. Chakrabarti +2

We experimentally demonstrate classification of 4x4 binary images into 4 classes, using a 3-layer mixed-signal neuromorphic network ("MLP perceptron"), based on two passive 20x20 m…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.