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ORCIDOlga Krestinskaya
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2020 – today
- 2023
[i19]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 abs/2307.03936 (2023)- 2022
- [c18]Olga Krestinskaya, Khaled N. Salama
, Alex Pappachen James:
Analog Image Denoising with an Adaptive Memristive Crossbar Network. ISCAS 2022: 3453-3457 - [i18]Olga Krestinskaya, Li Zhang, Khaled Nabil Salama:
Towards Efficient RRAM-based Quantized Neural Networks Hardware: State-of-the-art and Open Issues. CoRR abs/2209.12260 (2022) - 2020
- [j10]Olga Krestinskaya, Khaled N. Salama, Alex Pappachen James:
Automating Analogue AI Chip Design with Genetic Search. Adv. Intell. Syst. 2(8): 2000075 (2020) - [j9]Olga Krestinskaya, Khaled N. Salama, Alex Pappachen James:
Automating Analogue AI Chip Design with Genetic Search. Adv. Intell. Syst. 2(8): 2080070 (2020) - [j8]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): 164-172 (2020) - [j7]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): 1311-1322 (2020) - [j6]Olga Krestinskaya, Alex Pappachen James, Leon Ong Chua:
Neuromemristive Circuits for Edge Computing: A Review. IEEE Trans. Neural Networks Learn. Syst. 31(1): 4-23 (2020) - [c17]Olga Krestinskaya, Khaled Nabil Salama, Alex Pappachen James:
Towards Hardware Optimal Neural Network Selection with Multi-Objective Genetic Search. ISCAS 2020: 1-5 - [i17]Olga Krestinskaya, Bhaskar Choubey, Alex Pappachen James:
AM-DCGAN: Analog Memristive Hardware Accelerator for Deep Convolutional Generative Adversarial Networks. CoRR abs/2007.12063 (2020)
2010 – 2019
- 2019
- [j5]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. 66-I(2): 719-732 (2019) - [c16]Olga Krestinskaya, Alex Pappachen James:
AnalogHTM: Memristive Spatial Pooler Learning with Backpropagation. AICAS 2019: 262-266 - [c15]Olga Krestinskaya, Adilya Bakambekova, Alex Pappachen James:
AMSNet: Analog Memristive System Architecture for Mean-Pooling with Dropout Convolutional Neural Network. AICAS 2019: 272-273 - [c14]Olga Krestinskaya, Otaniyoz Otaniyozov, Alex Pappachen James:
Binarized Neural Network with Stochastic Memristors. AICAS 2019: 274-275 - [c13]Corey Lammie, Olga Krestinskaya, Alex Pappachen James, Mostafa Rahimi Azghadi:
Variation-aware Binarized Memristive Networks. ICECS 2019: 490-493 - [c12]Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James:
Memristive Non-Idealities: Is there any Practical Implications for Designing Neural Network Chips? ISCAS 2019: 1-5 - [i16]Corey Lammie, Olga Krestinskaya, Alex Pappachen James, Mostafa Rahimi Azghadi:
Variation-aware Binarized Memristive Networks. CoRR abs/1910.05920 (2019) - 2018
- [j4]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: 18954-18966 (2018) - [j3]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): 1393-1402 (2018) - [j2]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): 1143-1156 (2018) - [j1]Olga Krestinskaya, Irina Dolzhikova, Alex Pappachen James:
Hierarchical Temporal Memory Using Memristor Networks: A Survey. IEEE Trans. Emerg. Top. Comput. Intell. 2(5): 380-395 (2018) - [c11]Olga Krestinskaya, Akshay Kumar Maan, Alex Pappachen James:
Programmable Memristive Threshold Logic Gate Array. APCCAS 2018: 313-316 - [c10]Berik Argimbayev, Olga Krestinskaya, Alex Pappachen James:
Effects of Memristors on Fully Differential Transimpedance Amplifier Performance. ICACCI 2018: 737-742 - [c9]Yerzhan Orazayev, Olga Krestinskaya, Alex Pappachen James:
CMOS-Memristive Self-Cascode Current Mirror. ICACCI 2018: 2491-2495 - [c8]Olga Krestinskaya, Alex Pappachen James:
Real-Time Analog Pixel-to-Pixel Dynamic Frame Differencing with Memristive Sensing Circuits. IEEE SENSORS 2018: 1-4 - [c7]Olga Krestinskaya, Khaled Nabil Salama, Alex Pappachen James:
Analog Backpropagation Learning Circuits for Memristive Crossbar Neural Networks. ISCAS 2018: 1-5 - [i15]Olga Krestinskaya, Alex Pappachen James:
Facial emotion recognition using min-max similarity classifier. CoRR abs/1801.00451 (2018) - [i14]Olga Krestinskaya, Alex Pappachen James:
Feature extraction without learning in an analog Spatial Pooler memristive-CMOS circuit design of Hierarchical Temporal Memory. CoRR abs/1803.05131 (2018) - [i13]Olga Krestinskaya, Irina Dolzhikova, Alex Pappachen James:
Hierarchical Temporal Memory using Memristor Networks: A Survey. CoRR abs/1805.02921 (2018) - [i12]Berik Argimbayev, Olga Krestinskaya, Alex Pappachen James:
Effects of Memristors on Fully Differential Transimpedance Amplifier Performance. CoRR abs/1805.07738 (2018) - [i11]Kamilya Smagulova, Kazybek Adam, Olga Krestinskaya, Alex Pappachen James:
Design of CMOS-memristor Circuits for LSTM architecture. CoRR abs/1806.02366 (2018) - [i10]Olga Krestinskaya, Alex Pappachen James, Leon O. Chua:
Neuro-memristive Circuits for Edge Computing: A review. CoRR abs/1807.00962 (2018) - [i9]Olga Krestinskaya, Alex Pappachen James:
Approximate Probabilistic Neural Networks with Gated Threshold Logic. CoRR abs/1808.00733 (2018) - [i8]Olga Krestinskaya, Alex Pappachen James:
Binary Weighted Memristive Analog Deep Neural Network for Near-Sensor Edge Processing. CoRR abs/1808.00737 (2018) - [i7]Olga Krestinskaya, Alex Pappachen James:
Real-time Analog Pixel-to-pixel Dynamic Frame Differencing with Memristive Sensing Circuits. CoRR abs/1808.06780 (2018) - [i6]Olga Krestinskaya, Khaled Nabil Salama, Alex Pappachen James:
Learning in Memristive Neural Network Architectures using Analog Backpropagation Circuits. CoRR abs/1808.10631 (2018) - [i5]Olga Krestinskaya, Akshay Kumar Maan, Alex Pappachen James:
Programmable Memristive Threshold Logic Gate Array. CoRR abs/1809.00419 (2018) - [i4]Kazybek Adam, Kamilya Smagulova, Olga Krestinskaya, Alex Pappachen James:
Wafer Quality Inspection using Memristive LSTM, ANN, DNN and HTM. CoRR abs/1809.10438 (2018) - 2017
- [c6]Olga Krestinskaya, Alex Pappachen James:
Facial emotion recognition using min-max similarity classifier. ICACCI 2017: 752-758 - [c5]Timur Ibrayev, Olga Krestinskaya, Alex Pappachen James:
Design and implication of a rule based weight sparsity module in HTM spatial pooler. ICECS 2017: 274-277 - [c4]Aidana Irmanova, Olga Krestinskaya, Alex Pappachen James:
Neuromorphic Adaptive Edge-Preserving Denoising Filter. ICRC 2017: 1-6 - [c3]Alex Pappachen James, Olga Krestinskaya, Joshin John Mathew:
Unified Model for Contrast Enhancement and Denoising. ISVLSI 2017: 379-384 - [i3]Timur Ibrayev, Ulan Myrzakhan, Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James:
On-chip Face Recognition System Design with Memristive Hierarchical Temporal Memory. CoRR abs/1709.08184 (2017) - [i2]Olga Krestinskaya, Alex Pappachen James:
Facial emotion recognition using Min-Max similarity classifier. PeerJ Prepr. 5: e2794 (2017) - 2016
- [c2]Olga Krestinskaya, Alex Pappachen James:
Bioinspired memory model for HTM face recognition. ICACCI 2016: 1528-1532 - 2015
- [c1]Olga Krestinskaya, Irina Fedorova, Alex Pappachen James:
Memristor load current mirror circuit. ICACCI 2015: 538-542 - [i1]Olga Krestinskaya, Irina Fedorova, Alex Pappachen James:
Memristor Load Current Mirror Circuit. CoRR abs/1506.06691 (2015)
Coauthor Index
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