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Soft Computing by Udit Chakraborty, Samir Roy

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8

Pattern Associators

Key Concepts

Associative Memory, Auto-associative Nets, Bidirectional Associative Memory (BAM), Content-addressable Memory, Delta Learning, Feedforward Nets, Hebb Learning, Hetero-associative Nets, Hopfield Networks, Inner product, Orthogonal Vectors, Recurrent (iterative) Nets, Self-connection

Chapter Outline

 

Relating a given pattern to one already stored in memory is known as pattern association. It is a task that we, the human beings, perform regularly in course of our daily life almost without any ...

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