Samitha S. Somathilaka

Harnessing the Intrinsic Dynamics of Biological Neural Networks for Reservoir Computing

Living neuronal networks exhibit nonlinear, recurrent, and evolving dynamics that make them promising substrates for reservoir computing, yet their computational use is complicated by spatial heterogeneity, spontaneous state transitions, and biological nonstationarity. Here, we investigate whether the native dynamics o...