A Spiking Neuron and Population Model Based on the Growth Transform Dynamical System

In neuromorphic engineering, neural populations are generally modeled in a bottom-up manner, where individual neuron models are connected through synapses to form large-scale spiking networks. Alternatively, a top-down approach treats the process of spike generation and neural representation of exci...

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Bibliographic Details
Main Authors: Ahana Gangopadhyay, Darshit Mehta, Shantanu Chakrabartty
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-05-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2020.00425/full