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O. Calin Neuromanifolds In: Deep Learning Architectures Springer Series in the Data Sciences 2020 https://t.co/v3SGA8tymH
Deep Learning Architectures
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Introductory Problems
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Altmetric BadgeChapter 2 Activation Functions
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Altmetric BadgeChapter 3 Cost Functions
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Altmetric BadgeChapter 4 Finding Minima Algorithms
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Altmetric BadgeChapter 5 Abstract Neurons
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Altmetric BadgeChapter 6 Neural Networks
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Altmetric BadgeChapter 7 Approximation Theorems
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Altmetric BadgeChapter 8 Learning with One-dimensional Inputs
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Altmetric BadgeChapter 9 Universal Approximators
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Altmetric BadgeChapter 10 Exact Learning
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Altmetric BadgeChapter 11 Information Representation
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Altmetric BadgeChapter 12 Information Capacity Assessment
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Altmetric BadgeChapter 13 Output Manifolds
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Altmetric BadgeChapter 14 Neuromanifolds
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Altmetric BadgeChapter 15 Pooling
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Altmetric BadgeChapter 16 Convolutional Networks
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Altmetric BadgeChapter 17 Recurrent Neural Networks
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Altmetric BadgeChapter 18 Classification
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Altmetric BadgeChapter 19 Generative Models
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Altmetric BadgeChapter 20 Stochastic Networks