An introduction to neural networks /
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Author / Creator: | Anderson, James A. |
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Imprint: | Cambridge, Mass. : MIT Press, ©1995. ©1995 |
Description: | 1 online resource (xi, 650 pages) : illustrations |
Language: | English |
Series: | A Bradford Book Ser. Bradford Book Ser. |
Subject: | |
Format: | E-Resource Book |
URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11980660 |
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049 | |a MAIN | ||
050 | 4 | |a QP363.3 |b .A534 1995 | |
100 | 1 | |a Anderson, James A. |0 http://id.loc.gov/authorities/names/n84227117 | |
245 | 1 | 3 | |a An introduction to neural networks / |c James A. Anderson. |
260 | |a Cambridge, Mass. : |b MIT Press, |c ©1995. | ||
264 | 4 | |c ©1995 | |
300 | |a 1 online resource (xi, 650 pages) : |b illustrations | ||
336 | |a text |b txt |2 rdacontent | ||
337 | |a computer |b c |2 rdamedia | ||
338 | |a online resource |b cr |2 rdacarrier | ||
490 | 1 | |a A Bradford Book Ser. | |
500 | |a "A Bradford book." | ||
504 | |a Includes bibliographical references and index. | ||
505 | 0 | 0 | |t Introduction -- |g 1. |t Properties of single neurons -- |g 2. |t Synaptic integration and neuron models -- |g 3. |t Essential vector operations -- |g 4. |t Lateral inhibition and sensory processing -- |g 5. |t Simple matrix operations -- |g 6. |t The linear associator : background and foundations -- |g 7. |t The Kinear associator : simulations -- |g 8. |t Early network models : the Perceptron -- |g 9. |t Gradient descent algorithms -- |g 10. |t Representation of information -- |g 11. |t Applications of simple associators : concept formation and object motion -- |g 12. |t Energy and neural networks : Hopfield networks and Boltzmann machines -- |g 13. |t Nearest neighbor models -- |g 14. |t Adaptive maps -- |g 15. |t The BSB model : a simple nonlinear autoassociative neural network -- |g 16. |t Associative Computation -- |g 17. |t Teaching Arithmetic to a Neural Network -- |t Afterword. |
588 | 0 | |a Print version record; title verified on publisher's Web site (viewed June 1, 2011). | |
546 | |a English. | ||
650 | 0 | |a Neural networks (Neurobiology) |0 http://id.loc.gov/authorities/subjects/sh93002348 | |
650 | 0 | |a Neural networks (Computer science) |0 http://id.loc.gov/authorities/subjects/sh90001937 | |
650 | 2 | |a Neural Networks, Computer | |
650 | 2 | |a Models, Neurological | |
650 | 2 | |a Computer Simulation | |
650 | 2 | |a Nerve Net |x physiology | |
650 | 6 | |a Réseaux neuronaux (Neurobiologie) | |
650 | 6 | |a Réseaux neuronaux (Informatique) | |
650 | 6 | |a Simulation par ordinateur. | |
650 | 7 | |a simulation. |2 aat | |
650 | 7 | |a Neural networks (Computer science) |2 fast |0 (OCoLC)fst01036260 | |
650 | 7 | |a Neural networks (Neurobiology) |2 fast |0 (OCoLC)fst01036271 | |
653 | 0 | |a Artificial intelligence | |
710 | 2 | |a CogNet. | |
710 | 2 | |a CogNet Library. | |
776 | 0 | 8 | |i Print version: |a Anderson, James A. |t Introduction to neural networks. |d Cambridge, Mass. : MIT Press, ©1995 |z 0262510812 |w (DLC) 94030749 |w (OCoLC)30971691 |
830 | 0 | |a Bradford Book Ser. | |
856 | 4 | 0 | |u https://doi.org/10.7551/mitpress/3905.001.0001?locatt=mode:legacy |y MIT Press |
929 | |a oclccm | ||
999 | f | f | |s ad62a1ea-67ae-4932-9570-470c74102a50 |i c094b914-c495-50f5-b2d3-11cb636dcc39 |
928 | |t Library of Congress classification |a QP363.3.A534 1995 |l Online |c UC-FullText |u https://doi.org/10.7551/mitpress/3905.001.0001?locatt=mode:legacy |z MIT Press |g ebooks |i 12722367 |