A New Spike Membership Function for the Recognition and Processing of Spatiotemporal Spike Patterns: Syllable-Based Speech Recognition Application

A New Spike Membership Function for the Recognition and Processing of Spatiotemporal Spike Patterns: Syllable-Based Speech Recognition Application

This paper introduces a new spike activation function (SPKAF) or spike membership function for fuzzy adaptive neurons (FAN), developed for decoding spatiotemporal information with spikes, optimizing digital signal processing. A solution with the adaptive network-based fuzzy inference system (ANFIS)...

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Bibliographic Details
Main Authors: Abigail María Elena Ramírez-Mendoza, Wen Yu, Xiaoou Li
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Mathematics
Subjects:
fuzzy inference systems
fuzzy system models
neuro-fuzzy systems
learning
fuzzy adaptive neuron
membership function
Online Access:https://www.mdpi.com/2227-7390/11/11/2525

Internet

https://www.mdpi.com/2227-7390/11/11/2525

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