Showing cs.ETShow all
2 papers · 1 filter
cs.ET2026
Local information processing capacity: anatomy of computation in neuromorphic systems
Jiaxuan Chen, Daiki Nishioka, Yicheng Song +5
Many neuromorphic systems possess rich internal computational structures shaped by their physical dynamics. However, existing metrics characterize only global computation, leaving…
cs.ET2026
Spectral dynamics reservoir computing for high-speed hardware-efficient neuromorphic processing
Jiaxuan Chen, Ryo Iguchi, Sota Hikasa +1
Physical reservoir computing (PRC) is a promising brain-inspired computing architecture for overcoming the von Neumann bottleneck by utilizing the intrinsic dynamics of physical sy…