Evaluation of convolutional neural networks for visual recognition
作者： C. Nebauer
DOI: 10.1109/72.701181
关键词:
摘要: … In this article two types of convolutional neural networks— neocognitron and NEO—are examined. The NEO is introduced as a combination of neurons based on the perceptron with the …
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Hazem Bouattour, Francoise Fogelman Soulié, Emmanuel Viennet, Solving the Human Face Recognition Task using Neural Nets international conference on artificial neural networks. pp. 1595- 1598 ,(1992) , 10.1016/B978-0-444-89488-5.50164-0
C. Neubauer, Fast detection and classification of defects on treated metal surfaces using a backpropagation neural network international joint conference on neural network. pp. 1148- 1153 ,(1991) , 10.1109/IJCNN.1991.170551
Yoshua Bengio, Yoshua Bengio, Yoshua Bengio, Yann LeCun, Convolutional networks for images, speech, and time series The handbook of brain theory and neural networks. pp. 255- 258 ,(1998)
Christopher M. Bishop, Neural networks for pattern recognition ,(1995)
P. Werbos, Beyond Regression : "New Tools for Prediction and Analysis in the Behavioral Sciences Ph. D. dissertation, Harvard University. ,(1974)
David H. Hubel, Torsten N. Wiesel, RECEPTIVE FIELDS AND FUNCTIONAL ARCHITECTURE IN TWO NONSTRIATE VISUAL AREAS (18 AND 19) OF THE CAT. Journal of Neurophysiology. ,vol. 28, pp. 229- 289 ,(1965) , 10.1152/JN.1965.28.2.229
David E. Rumelhart, James L. McClelland, , Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations Computational Models of Cognition and Perception. ,(1986) , 10.7551/MITPRESS/5236.001.0001
N.M. Allinson, A.W. Ellis, A.J. Luckman, B.M. Flude, A connectionist model of familiar face recognition Machine Storage and Recognition of Faces, IEE Colloquium on. ,(1992)
Kunihiko Fukushima, Taro Imagawa, Original Contribution: Recognition and segmentation of connected characters with selective attention Neural Networks. ,vol. 6, pp. 33- 41 ,(1993) , 10.1016/S0893-6080(05)80071-1
Kunihiko Fukushima, Analysis of the process of visual pattern recognition by the neocognitron Neural Networks. ,vol. 2, pp. 413- 420 ,(1989) , 10.1016/0893-6080(89)90041-5