Neurons

Stochastic Computing based AI System for Mobile Devices

Stochastic Computing based AI System for Mobile Devices

Abstract In this paper, we present a stochastic computing-based AI system for mobile devices. As technology in AI advances, more complex computations are required. In the case of mobile devices, […]

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Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm

Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm

Abstract Optimizing the hyper-parameters of a multi-layer perceptron (MLP) artificial neural network (ANN) is not a trivial task, and even today the trial-and-error approach is widely used. Many works have

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A Biological Mechanism Based Structure Self-Adaptive Algorithm for Feedforward Neural Network and Its Engineering Applications

A Biological Mechanism Based Structure Self-Adaptive Algorithm for Feed forward Neural Network and Its Engineering Applications

Abstract Feedforward neural network (FNN) is an information processing system that simulates human brain function to a certain extent by referring to the structure of a biological neural network and

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