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Artificial Neural Network with Stochastic Learning Methodology

Author(s):

Muskaan Chaudhary , Gujarat Technical University

Keywords:

Artificial Neural Network, Stochastic Learning, ANN, Probabilistic Computation

Abstract

this paper provides taxonomy of artificial neural networks (ANNs) and furnishes the reader with the stochastic approach in ANN applications. ANN proposes very fascinating alternatives and other applications that play a major role in the world of computer science today. Researchers have successfully attempted to show those levels of intelligence on silicon, inspired by the advanced complexity of human brains, where hundreds of billions of interacting neurons process information in tandem. The approach surveyed effectively processes the learning knowledge inherent in the stochastic relation between the signal and the subsequent noise processes without the need to directly calculate back-propagation style equations.

Other Details

Paper ID: IJSRDV8I110168
Published in: Volume : 8, Issue : 11
Publication Date: 01/02/2021
Page(s): 242-246

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