Memory Networks for Practical Vision Systems

作者: I. Aleksander

DOI: 10.1007/978-3-642-68888-1_17

关键词:

摘要: For most, neural modelling as an enterprise in the design of image recognition systems has a historical beginning 1943 with work McCULLOCH and PITTS [1] quasi-death 1969 condemnation by MINSKY PAPERT [2] ROSENBLATT’s development such model into “perceptron” [3]. The argument centers on blindness to geometrical topological properties images for which sort calculational powers offered classical computer structures is better suited. It was also seen that inferential power some Artificial Intelligence programs more (or “scene analysis”) than approach.

参考文章(9)
I. Aleksander, T. J. Stonham, B. A. Wilkie, Computer Vision Systems for Industry: Comparisons Springer, Boston, MA. pp. 179- 196 ,(1982) , 10.1007/978-1-4684-6855-7_10
Warren S. McCulloch, Walter Pitts, A logical calculus of the ideas immanent in nervous activity Bulletin of Mathematical Biology. ,vol. 52, pp. 99- 115 ,(1990) , 10.1007/BF02478259
W. W. Bledsoe, I. Browning, Pattern recognition and reading by machine Papers presented at the December 1-3, 1959, eastern joint IRE-AIEE-ACM computer conference on - IRE-AIEE-ACM '59 (Eastern). pp. 225- 232 ,(1959) , 10.1145/1460299.1460326
Henry E. Stanton, Theory of cellular pulsations Bulletin of Mathematical Biology. ,vol. 5, pp. 15- 21 ,(1943) , 10.1007/BF02478115
I. ALEKSANDER, ACTION‐ORIENTED LEARNING NETWORKS Kybernetes. ,vol. 4, pp. 39- 44 ,(1975) , 10.1108/EB005381
I. Aleksander, Microcircuit learning nets: Hamming-distance behaviour Electronics Letters. ,vol. 6, pp. 134- 136 ,(1970) , 10.1049/EL:19700092
I. Aleksander, T.J. Stonham, Guide to pattern recognition using random-access memories Iee Journal on Computers and Digital Techniques. ,vol. 2, pp. 29- 40 ,(1979) , 10.1049/IJ-CDT.1979.0009
J.R. Ullmann, Experiments with the n-tuple Method of Pattern Recognition IEEE Transactions on Computers. ,vol. 18, pp. 1135- 1137 ,(1969) , 10.1109/T-C.1969.222599
Frank Rosenblatt, Principles of neurodynamics ,(1962)