Friday, March 1, 2013

Neural Networks

Neural network:
The term neural network was traditionally employ to refer to a network or traffic circle of biological neurons.[1] The modern usage of the term often refers to imitation neural networks, which ar composed of artificial neurons or nodes. thusly the term has two distinct usages:
1. Biological neural networks are made up of real biological neurons that are attached or functionally related in the peripheral ill at ease(p) system or the central nervous system. In the reach of neuroscience, they are often identified as groups of neurons that perform a specific physiological function in laboratory analysis.
2. near neural networks are composed of interconnecting artificial neurons (programming constructs that mimic the properties of biological neurons). Artificial neural networks may either be utilize to gain an understanding of biological neural networks, or for lick artificial intelligence problems without necessarily creating a model of a real biological system. The real, biological nervous system is passing complex: artificial neural network algorithms attempt to vellicate this complexity and focus on what may hypothetically depend most from an information process point of view. Good deed (e.g.

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as measured by good predictive ability, execrable generalization error), or performance mimicking animal or humans error patterns, can then be used as one source of evidence towards supporting the hypothesis that the stimulus generalisation really captured something important from the point of view of information processing in the brain. Another incentive for these abstractions is to reduce the amount of computer science required to simulate artificial neural networks, so as to allow one to experiment with larger networks and train them on larger data sets.
The brain, neural networks and computers
Neural networks, as used in artificial intelligence, have traditionally been viewed as change models of neural processing in the brain, even though the likeness between this...If you want to get a full essay, localise it on our website: Ordercustompaper.com



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