The University of Tokyo · Graduate School of Information Science and Technology

Research keywordsreservoir computing・recurrent neural networks・physical computing・state space models・memory capacity・spin torque oscillators

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• Ensemble Reservoir Computing for Physical Systems2026
• Reservoir computing bootcamp—From Python/NumPy tutorial for the complete beginners to cutting-edge research topics of reservoir computing2026
• How noise affects memory in linear recurrent networks2025 · arXiv
• Memory Determines Learning Direction: A Theory of Gradient-Based Optimization in State Space Models2025

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