Title :
Design of an integrated silicon connectionist retina
Author :
Pinna, Andrea ; Alexandre, A. ; Belhaire, E. ; Garda, Patrick ; Granado, Bertrand
Author_Institution :
LISIF, Univ. Pierre et Marie Curie (VI), Paris, France
Abstract :
We present here a new paradigm based on a centralized architecture to realize electronic artificial retina. This original architecture, named connectionist retina, can execute in real time RBF (radial basis function) and MLP (multilayer perceptron) neural network applications. We demonstrate that this intelligent embedded system could be used for vision applications. We describe the realized prototype system.
Keywords :
CMOS image sensors; analogue-digital conversion; computer vision; integrated circuit design; integrated circuit testing; intelligent sensors; multilayer perceptrons; parallel architectures; radial basis function networks; ADC; ANN; CMOS image sensors; CMOS integrated connectionist retinas; distributed/centralized architectures; electronic artificial retinas; intelligent embedded systems; multilayer perceptron neural networks; parallel architecture; radial basis function neural networks; real time RBF/MLP neural networks; vision applications; Artificial intelligence; Artificial neural networks; Embedded system; Intelligent systems; Multi-layer neural network; Multilayer perceptrons; Neural networks; Prototypes; Retina; Silicon;
Conference_Titel :
ASIC/SOC Conference, 2002. 15th Annual IEEE International
Print_ISBN :
0-7803-7494-0
DOI :
10.1109/ASIC.2002.1158044
