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Memristor Synapse-Driven Simplified Hopfield Neural Network: Hidden Dynamics, Attractor Control, and Circuit Implementation.

, , , and . IEEE Trans. Circuits Syst. I Regul. Pap., 71 (5): 2308-2319 (May 2024)

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Memristor Initial-Offset Boosting in Memristive HR Neuron Model with Hidden Firing Patterns., , , and . Int. J. Bifurc. Chaos, 30 (10): 2030029:1-2030029:15 (2020)Two-Dimensional Parametric Polynomial Chaotic System., , , and . IEEE Trans. Syst. Man Cybern. Syst., 52 (7): 4402-4414 (2022)Momentum Tracking: Momentum Acceleration for Decentralized Deep Learning on Heterogeneous Data., , , , and . CoRR, (2022)Pairwise Supervision Can Provably Elicit a Decision Boundary., , , , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 2618-2640. PMLR, (2022)Online Policy Learning from Offline Preferences., , and . CoRR, (2024)Evidence theory based optimal scale selection for multi-scale ordered decision systems., , , and . Int. J. Mach. Learn. Cybern., 13 (4): 1115-1129 (2022)Analysis of Memristive Quantized Convolutional Neural Network Accelerator with Device Nonideality., , , , and . ICTA, page 161-162. IEEE, (2020)Referee-Meta-Learning for Fast Adaptation of Locational Fairness., , , , , , and . AAAI, page 21949-21957. AAAI Press, (2024)Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification., and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 2337-2347. PMLR, (2020)User Cooperation with Power Control for Federated Learning in CFmMIMO Networks., , , , , and . ICC Workshops, page 122-127. IEEE, (2023)