Yuki Sono
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View article: Online supervised learning of temporal patterns in biological neural networks under feedback control
Online supervised learning of temporal patterns in biological neural networks under feedback control Open
In vitro biological neural networks (BNNs) provide well-defined model systems for constructively investigating how living cells interact with their environments to shape high-dimensional dynamics that can be used to generate coherent tempo…
View article: In silico modeling of reservoir-based predictive coding in biological neuronal networks on microelectrode arrays
In silico modeling of reservoir-based predictive coding in biological neuronal networks on microelectrode arrays Open
Reservoir computing and predictive coding together yield a computational model for exploring how neuronal dynamics in the mammalian cortex underpin temporal signal processing. Here, we construct an in-silico model of biological neuronal ne…