Olga Krestinskaya

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 45

Top Topics

Hierarchical Temporal Memory

Face Recognition

Top Venues

Publications

Olga Krestinskaya, Li Zhang, Khaled Nabil Salama
Towards Efficient In-memory Computing Hardware for Quantized Neural Networks: State-of-the-art, Open Challenges and Perspectives. CoRR (2023)
Olga Krestinskaya, Khaled N. Salama, A. P. James
Analog Image Denoising with an Adaptive Memristive Crossbar Network. ISCAS (2022)
Olga Krestinskaya, L. Zhang, Khaled Nabil Salama
Towards Efficient RRAM-based Quantized Neural Networks Hardware: State-of-the-art and Open Issues. CoRR (2022)
Olga Krestinskaya, Khaled N. Salama, Alex Pappachen James
Automating Analogue AI Chip Design with Genetic Search. Adv. Intell. Syst. 2 (8) (2020)
Olga Krestinskaya, Khaled N. Salama, Alex Pappachen James
Automating Analogue AI Chip Design with Genetic Search. Adv. Intell. Syst. 2 (8) (2020)
Olga Krestinskaya, Khaled Nabil Salama, Alex Pappachen James
Towards Hardware Optimal Neural Network Selection with Multi-Objective Genetic Search. ISCAS (2020)
Olga Krestinskaya, Alex Pappachen James, Leon Ong Chua
Neuromemristive Circuits for Edge Computing: A Review. IEEE Trans. Neural Networks Learn. Syst. 31 (1) (2020)
Alex Pappachen James, Olga Krestinskaya, Akshay Kumar Maan
Recursive Threshold Logic - A Bioinspired Reconfigurable Dynamic Logic System With Crossbar Arrays. IEEE Trans. Biomed. Circuits Syst. 14 (6) (2020)
Olga Krestinskaya, Bhaskar Choubey, Alex Pappachen James
AM-DCGAN: Analog Memristive Hardware Accelerator for Deep Convolutional Generative Adversarial Networks. CoRR (2020)
Kamilya Smagulova, Olga Krestinskaya, Alex Pappachen James
Who is the Winner? Memristive-CMOS Hybrid Modules: CNN-LSTM Versus HTM. IEEE Trans. Biomed. Circuits Syst. 14 (2) (2020)
Olga Krestinskaya, Otaniyoz Otaniyozov, Alex Pappachen James
Binarized Neural Network with Stochastic Memristors. AICAS (2019)
Corey Lammie, Olga Krestinskaya, Alex Pappachen James, Mostafa Rahimi Azghadi
Variation-aware Binarized Memristive Networks. CoRR (2019)
Corey Lammie, Olga Krestinskaya, Alex Pappachen James, Mostafa Rahimi Azghadi
Variation-aware Binarized Memristive Networks. ICECS (2019)
Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James
Memristive Non-Idealities: Is there any Practical Implications for Designing Neural Network Chips? ISCAS (2019)
Olga Krestinskaya, Khaled Nabil Salama, Alex Pappachen James
Learning in Memristive Neural Network Architectures Using Analog Backpropagation Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. (2) (2019)
Olga Krestinskaya, Alex Pappachen James
AnalogHTM: Memristive Spatial Pooler Learning with Backpropagation. AICAS (2019)
Olga Krestinskaya, Adilya Bakambekova, Alex Pappachen James
AMSNet: Analog Memristive System Architecture for Mean-Pooling with Dropout Convolutional Neural Network. AICAS (2019)
Olga Krestinskaya, Alex Pappachen James
Binary Weighted Memristive Analog Deep Neural Network for Near-Sensor Edge Processing. CoRR (2018)
Olga Krestinskaya, Akshay Kumar Maan, Alex Pappachen James
Programmable Memristive Threshold Logic Gate Array. CoRR (2018)
Berik Argimbayev, Olga Krestinskaya, Alex Pappachen James
Effects of Memristors on Fully Differential Transimpedance Amplifier Performance. CoRR (2018)
Olga Krestinskaya, Alex Pappachen James
Real-time Analog Pixel-to-pixel Dynamic Frame Differencing with Memristive Sensing Circuits. CoRR (2018)
Kamilya Smagulova, Kazybek Adam, Olga Krestinskaya, Alex Pappachen James
Design of CMOS-memristor Circuits for LSTM architecture. CoRR (2018)
Olga Krestinskaya, Alex Pappachen James
Facial emotion recognition using min-max similarity classifier. CoRR (2018)
Olga Krestinskaya, Alex Pappachen James
Real-Time Analog Pixel-to-Pixel Dynamic Frame Differencing with Memristive Sensing Circuits. IEEE SENSORS (2018)
Olga Krestinskaya, Akshay Kumar Maan, Alex Pappachen James
Programmable Memristive Threshold Logic Gate Array. APCCAS (2018)
Olga Krestinskaya, Khaled Nabil Salama, Alex Pappachen James
Analog Backpropagation Learning Circuits for Memristive Crossbar Neural Networks. ISCAS (2018)
Olga Krestinskaya, Irina Dolzhikova, Alex Pappachen James
Hierarchical Temporal Memory Using Memristor Networks: A Survey. IEEE Trans. Emerg. Top. Comput. Intell. 2 (5) (2018)
Berik Argimbayev, Olga Krestinskaya, Alex Pappachen James
Effects of Memristors on Fully Differential Transimpedance Amplifier Performance. ICACCI (2018)
Yerzhan Orazayev, Olga Krestinskaya, Alex Pappachen James
CMOS-Memristive Self-Cascode Current Mirror. ICACCI (2018)
Nazgul Dastanova, Sultan Duisenbay, Olga Krestinskaya, Alex Pappachen James
Bit-Plane Extracted Moving-Object Detection Using Memristive Crossbar-CAM Arrays for Edge Computing Image Devices. IEEE Access 6 (2018)
Olga Krestinskaya, Alex Pappachen James
Approximate Probabilistic Neural Networks with Gated Threshold Logic. CoRR (2018)
Olga Krestinskaya, Timur Ibrayev, Alex Pappachen James
Hierarchical Temporal Memory Features with Memristor Logic Circuits for Pattern Recognition. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (6) (2018)
Olga Krestinskaya, Alex Pappachen James, Leon O. Chua
Neuro-memristive Circuits for Edge Computing: A review. CoRR (2018)
Timur Ibrayev, Ulan Myrzakhan, Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James
On-chip face recognition system design with memristive Hierarchical Temporal Memory. J. Intell. Fuzzy Syst. 34 (3) (2018)
Kazybek Adam, Kamilya Smagulova, Olga Krestinskaya, Alex Pappachen James
Wafer Quality Inspection using Memristive LSTM, ANN, DNN and HTM. CoRR (2018)
Olga Krestinskaya, Irina Dolzhikova, Alex Pappachen James
Hierarchical Temporal Memory using Memristor Networks: A Survey. CoRR (2018)
Olga Krestinskaya, Alex Pappachen James
Feature extraction without learning in an analog Spatial Pooler memristive-CMOS circuit design of Hierarchical Temporal Memory. CoRR (2018)
Olga Krestinskaya, Khaled Nabil Salama, Alex Pappachen James
Learning in Memristive Neural Network Architectures using Analog Backpropagation Circuits. CoRR (2018)
Timur Ibrayev, Ulan Myrzakhan, Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James
On-chip Face Recognition System Design with Memristive Hierarchical Temporal Memory. CoRR (2017)
Alex Pappachen James, Olga Krestinskaya, Joshin John Mathew
Unified Model for Contrast Enhancement and Denoising. ISVLSI (2017)
Timur Ibrayev, Olga Krestinskaya, Alex Pappachen James
Design and implication of a rule based weight sparsity module in HTM spatial pooler. ICECS (2017)
Olga Krestinskaya, Alex Pappachen James
Facial emotion recognition using Min-Max similarity classifier. PeerJ Prepr. 5 (2017)
Olga Krestinskaya, Alex Pappachen James
Facial emotion recognition using min-max similarity classifier. ICACCI (2017)
Aidana Irmanova, Olga Krestinskaya, Alex Pappachen James
Neuromorphic Adaptive Edge-Preserving Denoising Filter. ICRC (2017)
Olga Krestinskaya, Alex Pappachen James
Bioinspired memory model for HTM face recognition. ICACCI (2016)
Olga Krestinskaya, Irina Fedorova, Alex Pappachen James
Memristor Load Current Mirror Circuit. CoRR (2015)
Olga Krestinskaya, Irina Fedorova, Alex Pappachen James
Memristor load current mirror circuit. ICACCI (2015)