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NEURAL NETWORKS AND LEARNING MACHINES , 3rd edi..,

	Neural Networks And Learning Machines , 3Rd Edi.., by Haykin, Simon
	Price : Rs 625.00
	Your Price : Rs 531.25

The third edition of this classic book presents a comprehensive treatment of neural networks and learning machines. The book has been revised extensively to provide an up-to-date treatment of the subject.

Key Features Include :

On-line learning algorithms rooted in stochastic gradient descent; small-scale and large-scale learning problems.

Kernel methods, including support vector machines and the representer theorem.

Information-theoretic learning models, including copulas, independent components analysis (ICA), coherent ICA, and information bottleneck.

Sequential state-estimation algorithms, including Kalman and particle filters.

Recurrent neural networks trained using sequential-state estimation algorithms.

Insightful computer-oriented experiments.

Stochastic dynamic programming, including approximate and neurodynamic procedures.
ISBN - 9788120340008