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cs.NE2020★ 1 cited
A thermodynamically consistent chemical spiking neuron capable of autonomous Hebbian learning
Jakub Fil, Dominique Chu
We propose a fully autonomous, thermodynamically consistent set of chemical reactions that implements a spiking neuron. This chemical neuron is able to learn input patterns in a He…
cs.NE2020
Minimal spiking neuron for solving multi-label classification tasks
Jakub Fil, Dominique Chu
The Multi-Spike Tempotron (MST) is a powerful single spiking neuron model that can solve complex supervised classification tasks. While powerful, it is also internally complex, com…