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Akademický článek

Implementation of Analog Perceptron as an Essential Element of Configurable Neural Networks

Autor: Chao Geng, Qingji Sun, Shigetoshi Nakatake

Publikováno v: Sensors, Vol 20, Iss 15, p 4222 (2020)

Perceptron is an essential element in neural network (NN)-based machine learning, however, the effectiveness of various implementations by circuits is rarely demonstrated from chip testing. This paper presents the measured silicon results for the ana

Externí odkaz: https://doaj.org/article/69d141c74def45998b0e3f0db800da14

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An Analog CMOS Implementation for Multi-layer Perceptron With ReLU Activation

Autor: Qingji Sun, Shigetoshi Nakatake, Chao Geng

Publikováno v: MOCAST

This paper presents an analog circuit comprising a multi-layer perceptron (MLP) applicable to the neural network(NN)-based machine learning. The MLP circuit with rectified linear unit (ReLU) activation consists of 2 input neurons, 3 hidden neurons, a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::30a3411c9bb92f4e24fea1df5337e6c0
https://doi.org/10.1109/mocast49295.2020.9200299

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