Utilizing the Neuronal Behavior of Spiking Neurons to Recognize Music Signals Based on Time Coding Features

This paper presents a Spiking Neural Network(SNN) architecture to distinguish two musical instruments: piano and violin. The acoustic characteristics of music such as frequency and time convey a lot of information that help humans in distinguishing music instruments within few seconds. SNNs are neur...

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Bibliographic Details
Main Authors: Dhvani Shah, Ajit Narayanan, Josafath Israel Espinosa-Ramos
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9748144/