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Variation-aware Binarized Memristive Networks

Oct 14, 2019
Corey Lammie, Olga Krestinskaya, Alex James, Mostafa Rahimi Azghadi

* 2019 IEEE 26th International Conference on Electronics Circuits and Systems (ICECS) 
* 4 pages, 3 figures, 3 tables 

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Wafer Quality Inspection using Memristive LSTM, ANN, DNN and HTM

Sep 27, 2018
Kazybek Adam, Kamilya Smagulova, Olga Krestinskaya, Alex Pappachen James

* IEEE Electrical Design of Advanced Packaging and Systems Symposium, 2018 

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Learning in Memristive Neural Network Architectures using Analog Backpropagation Circuits

Aug 31, 2018
Olga Krestinskaya, Khaled Nabil Salama, Alex Pappachen James

* IEEE Transactions on Circuits and Systems 1: Regular Papers, 2018 

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Binary Weighted Memristive Analog Deep Neural Network for Near-Sensor Edge Processing

Aug 02, 2018
Olga Krestinskaya, Alex Pappachen James

* IEEE NANO 2018 

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Approximate Probabilistic Neural Networks with Gated Threshold Logic

Aug 02, 2018
Olga Krestinskaya, Alex Pappachen James

* IEEE NANO 2018 

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Neuro-memristive Circuits for Edge Computing: A review

Jul 01, 2018
Olga Krestinskaya, Alex Pappachen James, Leon O. Chua


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Feature extraction without learning in an analog Spatial Pooler memristive-CMOS circuit design of Hierarchical Temporal Memory

Mar 14, 2018
Olga Krestinskaya, Alex Pappachen James

* Analog Integrated Circuits and Signal Processing, 2018 

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Facial emotion recognition using min-max similarity classifier

Jan 01, 2018
Olga Krestinskaya, Alex Pappachen James

* 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Udupi, 2017, pp. 752-758 

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