3031 results in Mathematical Methods
3 - Shallow Networks and Shallow Learning
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6 - Deep Networks and Backpropagation
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Index
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10 - Recursive Networks
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Appendix B - Hints and Remarks for Selected Exercises
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Appendix A - Reinforcement Learning and Deep Reinforcement Learning
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11 - Applications in Physics
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Contents
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1 - Introduction
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8 - The Deep Learning Channel
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4 - Two-Layer Networks and Universal Approximation
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2 - Wavefunctions
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4 - Initial-Boundary Value Problems
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5 - Use of Laplace Transforms
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Preface
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7 - Scattering by a Sphere
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6 - Problems with Spherical Symmetry
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10 - Integral Equations
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Frontmatter
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8 - Scattering Frequencies and the Singularity Expansion Method
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