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Reinforcement learning is a technique by which the weights are reinforced for properly performed actions and punished for inappropriate ones where the performance of the outer layer is captured in a single scalar error value. Stochastic learning works by making a random change in the weight matrix and then determining a property of the network called the resultant energy. If the change has made this energy value lower than it was previously, then the change is accepted, otherwise the change is accepted according to a pre-chosen probability distribution.

Of all the brain scanning methods, MEG provides the most accurate resolution of the timing of nerve cell activity–down to the millisecond. 4 Brain Functioning Animals, lizards, frogs, fish, even birds have brains. But none of these creatures demonstrate the same capacity for learning, language, emotion and abstract thought that distinguishes the human species. Neuroscientists learned plenty about the functioning of the brain. But they admit there are aspects of brainpower that remain among humanity’s most enduring mysteries.

The historical development of brain and mind are provided in accessible manner by Blackmore. For the detailed and advanced treatment on neurons and their working look (Koch 1999). Neurobiological aspects of memory are given in Dudai (1989). 9 Exercises 1. Explain the salient points of human brain development. 2. What do you mean by mind illusion? 3. Explain the different parts of human brain and also mention various functions performed by these part. 4. Summarize the functions of the major parts of the brain.

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