Yoshimasa Kubo

Engineering · Physical Sciences

5h-index162citations15works0.02yr avg
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Research Topics

Advanced Memory and Neural Computing(5), Neural dynamics and brain function(5), Neural Networks and Applications(4), Adversarial Robustness in Machine Learning(3), Neural Networks and Reservoir Computing(3)

Publications15 total

Toward Lifelong Learning in Equilibrium Propagation: Sleep-like and Awake Rehearsal for Enhanced Stability
arXiv (Cornell University)·2025Open Access
Biologically-inspired neuronal adaptation improves learning in neural networks
Communicative & Integrative Biology·2023· 7 citedOpen Access
Combining backpropagation with Equilibrium Propagation to improve an Actor-Critic reinforcement learning framework
Frontiers in Computational Neuroscience·2022· 7 citedOpen Access
Combining Backpropagation with Equilibrium Propagation to improve an Actor-Critic RL framework
2022Open Access
Biologically-inspired neuronal adaptation improves learning in neural networks
arXiv (Cornell University)·2022· 1 citedOpen Access
Neurons learn by predicting future activity
Nature Machine Intelligence·2022· 83 citedOpen Access
Predictive Neuronal Adaptation as a Basis for Consciousness
Frontiers in Systems Neuroscience·2022· 35 citedOpen Access
Neurons learn by predicting future activity
2020· 23 citedOpen Access
Learning Stochastic Weight Masking to Resist Adversarial Attacks
2019
Learning Adaptive Weight Masking for Adversarial Examples
2019
Mitigating Overfitting Using Regularization to Defend Networks Against Adversarial Examples
Lecture notes in computer science·2019· 3 cited
In vivo classification of inflammation in blood vessels with convolutional neural networks
2017· 3 cited
Untitled
JOURNAL OF THE MARINE ENGINEERING SOCIETY IN JAPAN·1975Open Access
Problems of Natural Resources and Research Making and Developing same
Tetsu-to-Hagane·1974Open Access
Experimental Studies of so-called ^|^ldquo;Form Constancy Phenomenon^|^rdquo;
The Japanese journal of psychology·1936Open Access

Frequent Co-authors

Artur Luczak(7), Eric Chalmers(4), Thomas Trappenberg(3), Bruce L. McNaughton(2), Stuart Mcilroy(1), James Thomas Toguri(1), Christine Lehmann(1), Michael D. Traynor(1), Sageev Oore(1), Jean Erik Delanois(1), Maxim Bazhenov(1), Hidetake Kusamichi(1), Hideo Ito(1), Yasuo Moriguchi(1)