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Sparse Distributed Memory by Pentti Kanerva,

Motivated by the remarkable fluidity of memory the way in which items are pulled spontaneously memorial hermann wellness center and effortlessly from our memory by vague similarities to what is currently occupying our attention "Sparse Distributed Memory "presents a mathematically elegant theory of human long term memory.The book, which is self contained, begins with background material from mathematics, computers, memorial hermann wellness center and neurophysiology; this is followed by a step by step development of the memory model. The concluding chapter describes an autonomous system that builds from experience an internal model of the world memorial hermann wellness center and bases its operation on that internal model. Close attention is paid to the engineering of the memory, including comparisons to ordinary computer memories."Sparse Distributed Memory "provides an overall perspective on neural systems. The model it describes can aid in understanding human memory memorial hermann wellness center and learning, memorial hermann wellness center and a system based on it sheds light on outstanding problems in philosophy memorial hermann wellness center and artificial intelligence. Applications of the memory are expected to be found in the creation of adaptive systems for signal processing, speech, vision, motor control, memorial hermann wellness center and (in general) robots. Perhaps the most exciting aspect of the memory, in its implications for research in neural networks, is that its realization with neuronlike components resembles the cortex of the cerebellum.Pentti Kanerva is a scientist at the Research Institute for Advanced Computer Science at the NASA Ames Research Center memorial hermann wellness center and a visiting scholar at the Stanford Center for the Study of Language memorial hermann wellness center and Information. A Bradford Book.
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