Modeling the tonotopic map using a two-dimensional array of neural oscillators

We present a model of a tonotopic map known as the Oscillatory Tonotopic Self-Organizing Map (OTSOM). It is a 2-dimensional, self-organizing array of Hopf oscillators, capable of performing a Fourier-like decomposition of the input signal. While the rows in the map encode the input phase, the column...

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Bibliographic Details
Main Authors: Dipayan Biswas, V. Srinivasa Chakravarthy, Asit Tarsode
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-08-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2022.909058/full