Approaching Optimal Nonlinear Dimensionality Reduction by a Spiking Neural Network

Approaching Optimal Nonlinear Dimensionality Reduction by a Spiking Neural Network

This work deals with the presentation of a spiking neural network as a means for efficiently solving the reduction of dimensionality of data in a nonlinear manner. The underneath neural model, which can be integrated as neuromorphic hardware, becomes suitable for intelligent processing in edge compu...

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Bibliographic Details
Main Authors: Álvaro Anzueto-Ríos, Felipe Gómez-Castañeda, Luis M. Flores-Nava, José A. Moreno-Cadenas
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Electronics
Subjects:
dimensionality reduction
spiking neural network
ABC algorithm
IoT
t-SNE
Online Access:https://www.mdpi.com/2079-9292/10/14/1679

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https://www.mdpi.com/2079-9292/10/14/1679

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