A survey on LSTM memristive neural network architectures and applications K Smagulova, AP James The European Physical Journal Special Topics 228 (10), 2313-2324, 2019 | 445 | 2019 |
A memristor-based long short term memory circuit K Smagulova, O Krestinskaya, AP James Analog Integrated Circuits and Signal Processing 95, 467-472, 2018 | 77 | 2018 |
Overview of long short-term memory neural networks K Smagulova, AP James Deep Learning Classifiers with Memristive Networks: Theory and Applications …, 2020 | 59 | 2020 |
Memristive LSTM network hardware architecture for time-series predictive modeling problems K Adam, K Smagulova, AP James 2018 IEEE Asia pacific conference on circuits and systems (APCCAS), 459-462, 2018 | 39 | 2018 |
Hardware implementation of memristor-based artificial neural networks F Aguirre, A Sebastian, M Le Gallo, W Song, T Wang, JJ Yang, W Lu, ... Nature communications 15 (1), 1974, 2024 | 36 | 2024 |
Design of cmos-memristor circuits for lstm architecture K Smagulova, K Adam, O Krestinskaya, AP James 2018 IEEE international conference on electron devices and solid state …, 2018 | 22 | 2018 |
Resistive neural hardware accelerators K Smagulova, ME Fouda, F Kurdahi, KN Salama, A Eltawil Proceedings of the IEEE 111 (5), 500-527, 2023 | 13 | 2023 |
Who is the winner? Memristive-CMOS hybrid modules: CNN-LSTM versus HTM K Smagulova, O Krestinskaya, A James IEEE Transactions on Biomedical Circuits and Systems 14 (2), 164-172, 2019 | 9 | 2019 |
Wafer quality inspection using memristive LSTM, ANN, DNN and HTM K Adam, K Smagulova, O Krestinskaya, AP James 2018 IEEE Electrical Design of Advanced Packaging and Systems Symposium …, 2018 | 9 | 2018 |
Generalised analog LSTMs recurrent modules for neural computing K Adam, K Smagulova, A James Frontiers in computational neuroscience 15, 705050, 2021 | 6 | 2021 |
Cmos-memristor hybrid integrated pixel sensors K Smagulova, A Tankimanova, AP James 2016 IEEE International Symposium on Nanoelectronic and Information Systems …, 2016 | 5 | 2016 |
CMOS-memristor dendrite threshold circuits A Zhanbossinov, K Smagulova, AP James 2016 ieee asia pacific conference on circuits and systems (apccas), 131-134, 2016 | 5 | 2016 |
Robustness and Transferability of Adversarial Attacks on Different Image Classification Neural Networks K Smagulova, L Bacha, ME Fouda, R Kanj, A Eltawil Electronics 13 (3), 592, 2024 | 1 | 2024 |
Memristive LSTM architectures K Adam, K Smagulova, AP James Deep Learning Classifiers with Memristive Networks: Theory and Applications …, 2020 | 1 | 2020 |
Notice of Retraction: A Linear-Logarithmic CMOS-Memristor Vision Sensor T Malikov, K Smagulova, AP James 2018 International Conference on Computing and Network Communications …, 2018 | 1 | 2018 |
A Recurrent YOLOv8-based framework for Event-Based Object Detection DA Silva, K Smagulova, A Elsheikh, ME Fouda, AM Eltawil arXiv preprint arXiv:2408.05321, 2024 | | 2024 |
DONNA: Distributed Optimized Neural Network Allocation on CIM-Based Heterogeneous Accelerators MF AlShams, KS Smagulova, SA Fahmy, ME Fouda, AM Eltawil 2024 IEEE International Conference on Edge Computing and Communications …, 2024 | | 2024 |
Event-Based Object Detection with YOLOv5 with Attention DA Silva, K Smagulova, ME Fouda, AM Eltawil 2024 International Conference on Machine Intelligence and Smart Innovation …, 2024 | | 2024 |
End-to-End Edge Neuromorphic Object Detection System DA Silva, A Shymyrbay, K Smagulova, A Elsheikh, ME Fouda, AM Eltawil 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS …, 2024 | | 2024 |
Thermal Heating in ReRAM Crossbar Arrays: Challenges and Solutions K Smagulova, ME Fouda, A Eltawil IEEE Open Journal of Circuits and Systems, 2024 | | 2024 |