Neural Networks

Some articles on neural networks, network, neural, neural network:

Cognitive Informatics - History
... and Pitts developed the first variants of what are now known as artificial neural networks, models of computation inspired by the structure of biological neural networks ... The late 80s and 90s saw the rise of neural networks and connectionism as a research paradigm ... as a set of complex associations, represented as a layered network ...
Confabulation (neural Networks) - Neural Networks
... and ideas originate in both biological and synthetic neural networks as false or degraded memories nucleate upon various forms of neuronal and synaptic fluctuations and damage ... Such novel patterns of neural activation are promoted to ideas as other neural nets perceive utility or value to them (i.e ... The exploitation of these false memories by other artificial neural networks forms the basis of inventive artificial intelligence systems currently utilized in product design, materials discovery ...
The Brain, Neural Networks and Computers - Neural Networks and Artificial Intelligence - Applications of Natural and Of Artificial Neural Networks
... The utility of artificial neural network models lies in the fact that they can be used to infer a function from observations and also to use it ... Unsupervised neural networks can also be used to learn representations of the input that capture the salient characteristics of the input distribution, e.g ... Learning in neural networks is particularly useful in applications where the complexity of the data or task makes the design of such functions by hand impractical ...
Leonid Perlovsky
... Research, a $0.5B high-tech DOD contractor leading the corporate research in intelligent systems, neural networks, sensor fusion, and automatic target recognition ... book chapters and authored three books, including “Neural Networks and Intellect,” Oxford University Press, 2000 (currently in the 3rd printing) and two books with ... He serves as Associate Editor for IEEE Transactions on Neural Networks, Editor-at-Large for "New Mathematics and Natural Computation" and Editor-in-Chief for “Physics of Life Reviews.” He ...
Computational Creativity - A General Theory of Creativity
... Based upon theoretical studies of traumatized neural networks, this extensive intellectual property suite taught the application of all forms of noise and damage to a ... The major advance over previous neural generative approaches, aimed largely at optimization, was that the novel patterns produced represented whole new ideational classes created by the disruptions to the attractor ... In effect, the network was not only driven by synaptic fluctuations, but it attempted to carry out internal pattern completion, upon such disturbances ...

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