neural networks algorithms applications and programming techniques phần 6 potx

... Denker, editor, Neural Networks for Computing. American Institute of Physics, New York, pages 420-425, 19 86. 222 The Counterpropagation Network 0. 866 ' Initial w = / (0.5,0. 866 ) / 0.5 Time ... Cambridge, MA, pages 61 4 -63 4, 1988. Reprinted from IEEE Transactions of Pattern Analysis and Machine Intelligence PAMI -6: 721-741, 1984. [3] G. E. Hinton and T. J. Sejnowsk...

Ngày tải lên: 12/08/2014, 21:21

... 1 36 Gaussian, 278 linear threshold, 26, 27, 28, 383 logistic, 98 Lyapunov, 137, 147 majority, 76 Mexican-hat, 266 , 267 , 277, 278 minimization of, 169 motor, 263 output, 225 partition, 175, 1 86 probability ... 137 bias. term, 56, 65 , 104, 124 weight, 65 , 94 bidirectional associative memory (BAM), 127- 168 , 169 , 190, 258, 327 autoassociative, 140, 142 data structures, 158 energy...

Ngày tải lên: 12/08/2014, 21:21

... in terms of sequential algorithms. Many problems are not suited to this approach, however, causing us to expend Neural Networks Algorithms, Applications, and Programming Techniques James A. Freeman David ... understanding of the operation of the specific networks presented • The ability to program simulations of those networks successfully • The ability to apply neural ne...

Ngày tải lên: 12/08/2014, 21:21

... editor. Neural Networks and Natural Intelligence. MIT Press, Cambridge, MA, 1988. [9] Stephen Grossberg. Nonlinear neural networks: Principles, mechanisms, and architectures. Neural Networks, ... Lippmann. Neural net and traditional classifiers. In Proceedings of the Conference on Neural Information Pro- cessing Systems, Denver, CO, November 1987. [ 16] Tarun Khanna. F...

Ngày tải lên: 12/08/2014, 21:21

... is contained in a 1 960 paper by Widrow and Hoff [6] , which is also reprinted in the collection edited by Anderson and Rosenfeld [1]. Bibliography [1] James A. Anderson and Edward Rosenfeld, ... 1975. [6] Bernard Widrow and Marcian E. Hoff. Adaptive switching circuits. In 7 960 IRE WESCON Convention Record, New York, pages 96- 104, 1 960 . IRE. [7] Bernard Widrow and Ro...

Ngày tải lên: 12/08/2014, 21:21

... Seattle, WA, July 1987. [6] James McClelland and David Rumelhart. Explorations in Parallel Dis- tributed Processing. MIT Press, Cambridge, MA, 19 86. [7] James McClelland and David Rumelhart. Parallel ... sonar targets. Neural Networks, 1(1): 76- 90, 1988. [4] Robert Hecht-Nielsen. Neurocomputing. Addison-Wesley, Reading, MA, 1990. [5] Geoffrey E. Hinton and Terrence J. Sejno...

Ngày tải lên: 12/08/2014, 21:21

... Tank. Computing with neural circuits: A model. Science, 233 :62 5 -63 3, August 19 86. [8] Bart Kosko. Adaptive bidirectional associative memories. Applied Optics, 26( 23):4947-4 960 , December 1987. [9] ... Conference on Neural Networks, San Diego, CA, II: 759- 766 , June 1987. [lOJBart Kosko. Constructing an associative memory. Byte, 12(10): 137-144, September 1987. 158 Th...

Ngày tải lên: 12/08/2014, 21:21

... 11111 xxxxx 6. 5. Describe what would happen in Programming Exercise 6. 4 if you only allowed one unit to win the competition. Describe what would happen if three units were allowed to win. 6. 6. Implement ... points. 6. 3 An Image-Classification Example 245 Figure 6. 22 The system architecture for the spacecraft orientation system is shown. The video camera and frame-grabber capture...

Ngày tải lên: 12/08/2014, 21:21

... F\ units is 0 0.7 56 0.7 56 0.7 56 0.7 56 0.7 56 0 0.7 56 0.7 56 0.7 56 0.7 56 0.7 56 0 0.7 56 0.7 56 0.7 56 0.7 56 0.7 56 1 0.7 56 0.7 56 0.7 56 0.7 56 0.7 56 0 0.7 56 0.7 56 0.7 56 0.7 56 0.7 56 That completes the ... appear as follows. For F\, 0 0 0.7 56 0.7 56 0.7 56 0.7 56 0 0 0.7 56 0.7 56 0.7 56 0.7 56 0 0 0.7 56 0.7 56 0.7 56 0.7 56 1 0 0.7 56 0...

Ngày tải lên: 12/08/2014, 21:21

... is / 2. 063 7.220 0.000 5.157 4.1 26 \ 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 \ 2.2 36 2.2 36 2.2 36 2.2 36 2.2 36 / 324 ... (0.2 06, 0.722,0.000,0.5 16, 0.413)' p = (0.2 06, 0.722,0.000,0.5 16, 0.413)' q = (0.2 06, 0.722,0.000,0.5 16, 0.413)' The...

Ngày tải lên: 12/08/2014, 21:21