Neural Network Technology

NeuralystTM Bibliography

Contents

• Other Resources on the Net
• Books
• Magazines

comp.ai.neural-nets

Usenet Newsgroup with a focus on Neural Networks

<http://wwwipd.ira.uka.de/~prechelt/FAQ/neural-net-faq.html>

Official source of the FAQ document for comp.ai.neural-nets.

Basic Concepts for Neural Networks

An exerpt from the Neuralyst User's Guide which discusses some of the background, theory, and mathematics of backpropagation neural networks.

• Anderson, J. A. & Rosenfeld, E., (eds); Neurocomputing: Foundations of Research; MIT Press; Cambridge, MA; 1988.
• Anderson, J. A., Pellionisz, A. & Rosenfeld, E., (eds); Neurocomputing 2: Directions for Research; MIT Press; Cambridge, MA; 1990.
• Arbib, M. A.; Brains, Machines, and Mathematics (2nd Ed); Springer-Verlag; New York, NY; 1987.
• Buckles, B. P. & Petry, F. E.; Genetic Algorithms; IEEE Computer Society Press; Los Alamitos, CA; 1992.
• Butler, C. & Caudill, M.; Naturally Intelligent Systems; MIT Press; Cambridge, MA; 1990.
• Caudill, M.; Neural Network Primer; Miller Freeman Publications; San Francisco, CA; 1990.
• Churchland, P. S. & Sejnowski, T. J.; The Computational Brain; MIT Press; Cambridge, MA;1992.
• Dayhoff, J.; Neural Network Architectures; Van Nostrand Reinhold; New York, NY; 1990.
• Deboeck, G. (Ed); Trading on the Edge: Neural, Genetic, and Fuzzy Systems for Chaotic Financial Markets; John Wiley & Sons; New York, NY; 1994.
• Defense Advanced Research Projects Agency (DARPA); DARPA Neural Network Study; AFCEA International Press; Fairfax, VA; 1988.
• Goldberg, David E.; Genetic Algorithms in Search, Optimization and Machine Learning; Addison-Wesley; Reading, MA; 1989.
• Grossberg, Stephen (Ed); Neural Networks and Natural Intelligence; MIT Press; Cambridge, MA; 1988.
• Hecht-Nielson, Robert; Neurocomputing; Addison-Wesley Publishing Co.; Reading, MA; 1990.
• Holland, John H.; Adaptations in Natural and Aritficial Sytstems; MIT Press; Cambridge, MA; 1992.
• Kosko, Bart; Neural Networks and Fuzzy Systems; Prentice-Hall; Englewood Cliffs, NJ; 1992.
• Koza, John R.; Genetic Programming: On the Programming of Computers by Means of Natural Selection; MIT Press; Cambridge, MA; 1992.
• Lau, C. & Widrow, B.; Special Issue on Neural Networks, I & II; Proceedings of the IEEE; Vol. 78, No. 9 & 10; September & October 1990.
• Maren, A., Harston, C. & Pap, R.; Handbook of Neurocomputing Applications; Academic Press; San Diego, CA; 1990.
• Mehra, P. & Way, B. W.; Artificial Neural Networks: Concepts and Theory; IEEE Computer Society Press; Los Alamitos, CA; 1992.
• Minsky, M. & Papert, S.; Perceptrons: An Introduction to Computational Geometry; MIT Press; Cambridge, MA; 1969.
• McClelland, J. L. & Rumelhart, D. E. (Eds); Parallel Distributed Processing: Exploartions in the Microstructure of Cognition, I & II; MIT Press; Cambridge, MA; 1986.
• McClelland, J. L. & Rumelhart, D. E. (Eds); Explorations in Parallel Distributed Processing: A Handbook of Models, Programs and Exercises; MIT Press; Cambridge, MA; 1988.
• Pao, Yoh-Han; Adaptive Pattern Recognition and Neural Networks; Addison-Wesley Publishing Co.; Reading, MA; 1989.
• Trippi & Turban (Eds); Neural Networks in Finance and Investing; Probus Publishing; Chicago, IL; 1993.
• Vemeri, V. (Ed); Artificial Neural Networks: Theoretical Concepts; Computer Society Press of the IEEE; Washington, DC; 1988.

AI Expert; Miller Freeman Publications; San Francisco, CA

(An easy to read magazine on artificial intelligence technology for small computers, with single and continuing article series on neural networks starting from late 1987 to the present.)

IEEE Transactions on Neural Networks; Institute of Electrical and Electronic Engineers, Inc.; New York, NY

(A technical journal devoted exclusively to current research on neural networks.)

Neural Networks; Pergamon Press; Elmsford, NY

(The official journal of the International Neural Network Society. A technical journal devoted exclusively to current research on neural networks.)

NEUROVE$T JOURNAL

[Comments about Neurove$t Journal?]

PC-AI; Knowledge Technology, Inc.; Phoenix, AZ. http://www.pcai.com/pcai

(Another easy to read magazine on artificial intelligence technology for small computers.)