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Neural Networks and Learning Machines

By: Material type: TextTextPublication details: New Delhi Pearson Pub. 2016Edition: 3rdDescription: 918pISBN:
  • 9789332570313
DDC classification:
  • 006.32 HAY-N
Online resources:
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Item type Current library Collection Call number URL Status Date due Barcode
Reference Book Reference Book Amity Central Library AIB Reference 006.32 HAY-N (Browse shelf(Opens below)) Link to resource Not For Loan 31327
Books Books Amity Central Library AIB Text Book 006.32 HAY-N (Browse shelf(Opens below)) Link to resource Available 31328
Books Books Amity Central Library AIB Text Book 006.32 HAY-N (Browse shelf(Opens below)) Link to resource Available 31329
Books Books Amity Central Library AIB Text Book 006.32 HAY-N (Browse shelf(Opens below)) Link to resource Available 31330

Chapter 1 Rosenblatt's Perceptron
Chapter 2 Model Building through Regression
Chapter 3 The Least-Mean-Square Algorithm
Chapter 4 Multilayer Perceptrons
Chapter 5 Kernel Methods and Radial-Basis Function Networks
Chapter 6 Support Vector Machines
Chapter 7 Regularization Theory
Chapter 8 Principal-Components Analysis
Chapter 9 Self-Organizing Maps
Chapter 10 Information-Theoretic Learning Models
Chapter 11 Stochastic Methods Rooted in Statistical Mechanics
Chapter 12 Dynamic Programming
Chapter 13 Neurodynamics
Chapter 14 Bayseian Filtering for State Estimation of Dynamic Systems
Chapter 15 Dynamically Driven Recurrent Networks

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