Výsledky vyhledávání - "Mohammed Thousif"

Akademický článek

A Particle Swarm Optimization-Based Interpretable Spiking Neural Classifier with Time-Varying Weights

Autor: Mohammed Thousif, Shirin Dora, Suresh Sundaram

Publikováno v: Mathematics, Vol 12, Iss 18, p 2846 (2024)

This paper presents an interpretable, spiking neural classifier (IpT-SNC) with time-varying weights. IpT-SNC uses a two-layered spiking neural network (SNN) architecture in which weights of synapses are modeled using amplitude-modulated, time-varying

Externí odkaz: https://doaj.org/article/c87dad42085e40719d94f7481f649a06

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Self-regulated Learning Algorithm for Distributed Coding Based Spiking Neural Classifier

Autor: Mohammed Thousif, Shirin Dora, Pranav Machingal, Suresh Sundaram

Publikováno v: IJCNN

This paper proposes a Distributed Coding Spiking Neural Network (DC-SNN) with a self-regulated learning algorithm to deal with pattern classification problems. DC-SNN employs two hidden layers. First hidden layer has receptive field neurons that conv

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d7740d6d9dd9f2729dcb6795b2e2e3b1
https://doi.org/10.1109/ijcnn48605.2020.9207620

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