Olga Krestinskaya

54 papers C 5Journal 35Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CIMNAS: A Joint Framework for Compute-In-Memory-Aware Neural Architecture Search. IEEE Trans. Circuits Syst. Artif. Intell. Olga Krestinskaya, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled N. Salama
2026	J	`jnl`	Joint Hardware-Workload Co-Optimization for In-Memory Computing Accelerators. IEEE Access Olga Krestinskaya, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled N. Salama
2026	J	`jnl`	Joint Hardware-Workload Co-Optimization for In-Memory Computing Accelerators. CoRR Olga Krestinskaya, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled N. Salama
2025	J	`jnl`	CIMNAS: A Joint Framework for Compute-In-Memory-Aware Neural Architecture Search. CoRR Olga Krestinskaya, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled N. Salama
2025	J	`jnl`	Mixed-Precision Quantization for Language Models: Techniques and Prospects. CoRR Mariam Rakka, Marios Fournarakis, Olga Krestinskaya, Jinane Bazzi, Khaled N. Salama, Fadi J. Kurdahi, Ahmed M. Eltawil, Mohammed E. Fouda
2025	C	`conf`	Towards Efficient IMC Accelerator Design Through Joint Hardware-Workload Co-optimization. ISCAS Olga Krestinskaya, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled N. Salama
2024	J	`jnl`	Towards Efficient IMC Accelerator Design Through Joint Hardware-Workload Co-optimization. CoRR Olga Krestinskaya, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled N. Salama
2023	J	`jnl`	Towards Efficient In-memory Computing Hardware for Quantized Neural Networks: State-of-the-art, Open Challenges and Perspectives. CoRR Olga Krestinskaya, Li Zhang, Khaled Nabil Salama
2022	C	`conf`	Analog Image Denoising with an Adaptive Memristive Crossbar Network. ISCAS Olga Krestinskaya, Khaled N. Salama, Alex P. James
2022	J	`jnl`	Towards Efficient RRAM-based Quantized Neural Networks Hardware: State-of-the-art and Open Issues. CoRR Olga Krestinskaya, Li Zhang, Khaled Nabil Salama
2020	J	`jnl`	AM-DCGAN: Analog Memristive Hardware Accelerator for Deep Convolutional Generative Adversarial Networks. CoRR Olga Krestinskaya, Bhaskar Choubey, Alex Pappachen James
2020	J	`jnl`	Automating Analogue AI Chip Design with Genetic Search. Adv. Intell. Syst. Olga Krestinskaya, Khaled N. Salama, Alex P. James
2020	J	`jnl`	Automating Analogue AI Chip Design with Genetic Search. Adv. Intell. Syst. Olga Krestinskaya, Khaled N. Salama, Alex P. James
2020	J	`jnl`	Neuromemristive Circuits for Edge Computing: A Review. IEEE Trans. Neural Networks Learn. Syst. Olga Krestinskaya, Alex Pappachen James, Leon Ong Chua
2020	J	`jnl`	Recursive Threshold Logic - A Bioinspired Reconfigurable Dynamic Logic System With Crossbar Arrays. IEEE Trans. Biomed. Circuits Syst. Alex James, Olga Krestinskaya, Akshay Kumar Maan
2020	C	`conf`	Towards Hardware Optimal Neural Network Selection with Multi-Objective Genetic Search. ISCAS Olga Krestinskaya, Khaled Nabil Salama, Alex P. James
2020	J	`jnl`	Who is the Winner? Memristive-CMOS Hybrid Modules: CNN-LSTM Versus HTM. IEEE Trans. Biomed. Circuits Syst. Kamilya Smagulova, Olga Krestinskaya, Alex James
2019	—	`conf`	AMSNet: Analog Memristive System Architecture for Mean-Pooling with Dropout Convolutional Neural Network. AICAS Olga Krestinskaya, Adilya Bakambekova, Alex Pappachen James
2019	—	`conf`	AnalogHTM: Memristive Spatial Pooler Learning with Backpropagation. AICAS Olga Krestinskaya, Alex Pappachen James
2019	—	`conf`	Binarized Neural Network with Stochastic Memristors. AICAS Olga Krestinskaya, Otaniyoz Otaniyozov, Alex Pappachen James
2019	J	`jnl`	Learning in Memristive Neural Network Architectures Using Analog Backpropagation Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. Olga Krestinskaya, Khaled Nabil Salama, Alex Pappachen James
2019	C	`conf`	Memristive Non-Idealities: Is there any Practical Implications for Designing Neural Network Chips? ISCAS Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James
2019	—	`conf`	Variation-aware Binarized Memristive Networks. ICECS Corey Lammie, Olga Krestinskaya, Alex James, Mostafa Rahimi Azghadi
2019	J	`jnl`	Variation-aware Binarized Memristive Networks. CoRR Corey Lammie, Olga Krestinskaya, Alex James, Mostafa Rahimi Azghadi
2018	C	`conf`	Analog Backpropagation Learning Circuits for Memristive Crossbar Neural Networks. ISCAS Olga Krestinskaya, Khaled Nabil Salama, Alex Pappachen James
2018	J	`jnl`	Approximate Probabilistic Neural Networks with Gated Threshold Logic. CoRR Olga Krestinskaya, Alex Pappachen James
2018	J	`jnl`	Binary Weighted Memristive Analog Deep Neural Network for Near-Sensor Edge Processing. CoRR Olga Krestinskaya, Alex Pappachen James
2018	J	`jnl`	Bit-Plane Extracted Moving-Object Detection Using Memristive Crossbar-CAM Arrays for Edge Computing Image Devices. IEEE Access Nazgul Dastanova, Sultan Duisenbay, Olga Krestinskaya, Alex Pappachen James
2018	—	`conf`	CMOS-Memristive Self-Cascode Current Mirror. ICACCI Yerzhan Orazayev, Olga Krestinskaya, Alex Pappachen James
2018	J	`jnl`	Design of CMOS-memristor Circuits for LSTM architecture. CoRR Kamilya Smagulova, Kazybek Adam, Olga Krestinskaya, Alex Pappachen James
2018	—	`conf`	Effects of Memristors on Fully Differential Transimpedance Amplifier Performance. ICACCI Berik Argimbayev, Olga Krestinskaya, Alex Pappachen James
2018	J	`jnl`	Effects of Memristors on Fully Differential Transimpedance Amplifier Performance. CoRR Berik Argimbayev, Olga Krestinskaya, Alex Pappachen James
2018	J	`jnl`	Facial emotion recognition using min-max similarity classifier. CoRR Olga Krestinskaya, Alex Pappachen James
2018	J	`jnl`	Feature extraction without learning in an analog Spatial Pooler memristive-CMOS circuit design of Hierarchical Temporal Memory. CoRR Olga Krestinskaya, Alex Pappachen James
2018	J	`jnl`	Hierarchical Temporal Memory Features with Memristor Logic Circuits for Pattern Recognition. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Olga Krestinskaya, Timur Ibrayev, Alex Pappachen James
2018	J	`jnl`	Hierarchical Temporal Memory Using Memristor Networks: A Survey. IEEE Trans. Emerg. Top. Comput. Intell. Olga Krestinskaya, Irina Dolzhikova, Alex Pappachen James
2018	J	`jnl`	Hierarchical Temporal Memory using Memristor Networks: A Survey. CoRR Olga Krestinskaya, Irina Dolzhikova, Alex Pappachen James
2018	J	`jnl`	Learning in Memristive Neural Network Architectures using Analog Backpropagation Circuits. CoRR Olga Krestinskaya, Khaled Nabil Salama, Alex Pappachen James
2018	J	`jnl`	Neuro-memristive Circuits for Edge Computing: A review. CoRR Olga Krestinskaya, Alex Pappachen James, Leon O. Chua
2018	J	`jnl`	On-chip face recognition system design with memristive Hierarchical Temporal Memory. J. Intell. Fuzzy Syst. Timur Ibrayev, Ulan Myrzakhan, Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James
2018	—	`conf`	Programmable Memristive Threshold Logic Gate Array. APCCAS Olga Krestinskaya, Akshay Kumar Maan, Alex Pappachen James
2018	J	`jnl`	Programmable Memristive Threshold Logic Gate Array. CoRR Olga Krestinskaya, Akshay Kumar Maan, Alex Pappachen James
2018	—	`conf`	Real-Time Analog Pixel-to-Pixel Dynamic Frame Differencing with Memristive Sensing Circuits. IEEE SENSORS Olga Krestinskaya, Alex Pappachen James
2018	J	`jnl`	Real-time Analog Pixel-to-pixel Dynamic Frame Differencing with Memristive Sensing Circuits. CoRR Olga Krestinskaya, Alex Pappachen James
2018	J	`jnl`	Wafer Quality Inspection using Memristive LSTM, ANN, DNN and HTM. CoRR Kazybek Adam, Kamilya Smagulova, Olga Krestinskaya, Alex Pappachen James
2017	—	`conf`	Design and implication of a rule based weight sparsity module in HTM spatial pooler. ICECS Timur Ibrayev, Olga Krestinskaya, Alex Pappachen James
2017	J	`jnl`	Facial emotion recognition using Min-Max similarity classifier. PeerJ Prepr. Olga Krestinskaya, Alex Pappachen James
2017	—	`conf`	Facial emotion recognition using min-max similarity classifier. ICACCI Olga Krestinskaya, Alex Pappachen James
2017	—	`conf`	Neuromorphic Adaptive Edge-Preserving Denoising Filter. ICRC Aidana Irmanova, Olga Krestinskaya, Alex Pappachen James
2017	J	`jnl`	On-chip Face Recognition System Design with Memristive Hierarchical Temporal Memory. CoRR Timur Ibrayev, Ulan Myrzakhan, Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James
2017	—	`conf`	Unified Model for Contrast Enhancement and Denoising. ISVLSI Alex Pappachen James, Olga Krestinskaya, Joshin John Mathew
2016	—	`conf`	Bioinspired memory model for HTM face recognition. ICACCI Olga Krestinskaya, Alex Pappachen James
2015	J	`jnl`	Memristor Load Current Mirror Circuit. CoRR Olga Krestinskaya, Irina Fedorova, Alex Pappachen James
2015	—	`conf`	Memristor load current mirror circuit. ICACCI Olga Krestinskaya, Irina Fedorova, Alex Pappachen James