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Deep Learning in Neural Networks: An Overview PDF

31 Pages·2020·English
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by ['Cheikh Salmi']| 2020| 31 pages| English

About Deep Learning in Neural Networks: An Overview

This document provides a historical overview of deep learning in neural networks from the 1940s to 2014. It summarizes key developments in supervised learning, unsupervised learning, and reinforcement learning using neural networks. These include early neural networks, the development of backpropagation, convolutional neural networks, recurrent neural networks, deep belief networks, and recent techniques that have achieved human-level performance on tasks like object recognition. The document references 888 related works and provides context to assign credit to contributors to the field over several decades.

Detailed Information

Author:['Cheikh Salmi']
Publication Year:2020
Pages:31
Language:English
Format:PDF
Price:FREE
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