Title :
A formulation of receptive field type input layer for TAM network using Gabor function
Author :
Hayashi, Isao ; Maeda, Hiromasa ; Williamson, James R.
Author_Institution :
Dept. of Informatics, Kansai Univ., Osaka, Japan
Abstract :
The TAM (topographic attentive mapping) network is a biologically-motivated neural network. Gabor function is a model for receptive field. We formulate a new input layer using Gabor function for TAM network to realize receptive field of human visual cortex.
Keywords :
neural nets; Gabor function; TAM network; biologically-motivated neural network; human visual cortex; receptive field type input layer; topographic attentive mapping network; Brain modeling; Convolution; Electronic mail; Filtering; Frequency; Gabor filters; Humans; Informatics; Information science; Missiles;
Conference_Titel :
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8353-2
DOI :
10.1109/FUZZY.2004.1375764
