Olga Krestinskaya

Hardware implementation of memristor-based artificial neural networks

Fernando Aguirre, Abu Sebastian, Manuel Le Gallo et al. · Nature Communications · 2024 · 344 citations · Full text

Learning in Memristive Neural Network Architectures Using Analog Backpropagation Circuits

Olga Krestinskaya, K. Saláma, Alex Pappachen James · IEEE Transactions on Circuits and Systems I Regular Papers · 2018 · 160 citations · Full text

Hierarchical Temporal Memory Features with Memristor Logic Circuits for Pattern Recognition

Olga Krestinskaya, Timur Ibrayev, Alex Pappachen James · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2017 · 85 citations

Engineering, Memory Design, Neural Networks (Machine Learning) +23

A memristor-based long short term memory circuit

Kamilya Smagulova, Olga Krestinskaya, Alex Pappachen James · Analog Integrated Circuits and Signal Processing · 2018 · 83 citations

Electrical Engineering, Engineering, Computer Engineering +3

Analog Backpropagation Learning Circuits for Memristive Crossbar Neural Networks

Olga Krestinskaya, K. Saláma, Alex Pappachen James · 2018 · 66 citations

Electrical Engineering, Engineering, Gradient Descent Operation +10