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Deep Learning: Algorithms and Applications

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Cover of 'Deep Learning: Algorithms and Applications'

Table of Contents

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    Book Overview
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    Chapter 1 Activation Functions
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    Chapter 2 Adversarial Examples in Deep Neural Networks: An Overview
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    Chapter 3 Representation Learning in Power Time Series Forecasting
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    Chapter 4 Deep Learning Application: Load Forecasting in Big Data of Smart Grids
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    Chapter 5 Fast and Accurate Seismic Tomography via Deep Learning
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    Chapter 6 Traffic Light and Vehicle Signal Recognition with High Dynamic Range Imaging and Deep Learning
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    Chapter 7 The Application of Deep Learning in Marine Sciences
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    Chapter 8 Deep Learning Case Study on Imbalanced Training Data for Automatic Bird Identification
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    Chapter 9 Deep Learning for Person Re-identification in Surveillance Videos
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    Chapter 10 Deep Learning in Gait Analysis for Security and Healthcare
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    Chapter 11 Deep Learning for Building Occupancy Estimation Using Environmental Sensors
Attention for Chapter 5: Fast and Accurate Seismic Tomography via Deep Learning
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