In this paper, the concept of hyperneuron is introduced. The main properties and dynamical characteristics of this class of hypersystems will be studied by numerical analysis. The intrinsic robustness of the proposed model is further investigated by proposing a silicon implementation of the hyperneuron, reporting the corresponding experimental results. The study aims to present a novel approach to in silico implementations of large-scale networks of neurons with increased robustness and fault tolerance.

A Hyperneuron Model Towards in Silico Implementation

Buscarino A.;Fortuna L.
2022-01-01

Abstract

In this paper, the concept of hyperneuron is introduced. The main properties and dynamical characteristics of this class of hypersystems will be studied by numerical analysis. The intrinsic robustness of the proposed model is further investigated by proposing a silicon implementation of the hyperneuron, reporting the corresponding experimental results. The study aims to present a novel approach to in silico implementations of large-scale networks of neurons with increased robustness and fault tolerance.
2022
Hindmarsh-Rose model
hypersystem
Neuron model
nonlinear dynamics
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11769/558127
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