Title :
Perception through anticipation
Author :
Möller, Ralf ; Groß, Horst-Michael
Author_Institution :
Dept. of Neuroinf., Tech. Univ. Ilmenau, Germany
Abstract :
A model of shape perception is presented. It is based on the anticipation of sensory consequences of motoric actions. With this model, we try to avoid the artificial separation between recognition and generation of behaviour. HEBBian cell assembly sequences are assumed to be the neural basis of the anticipation process. An unsupervised on-line learning rule system is introduced that enables the detection of complex, multimodal coincidences as a prerequisite for anticipation.
Keywords :
Hebbian learning; neural nets; visual perception; Hebbian cell assembly sequences; anticipation; complex multimodal coincidence detection; motoric actions; neural code; sensory consequences; shape perception model; unsupervised on-line learning rule system; Assembly; Brain modeling; Electronic mail; Face detection; Fuses; Intelligent sensors; Intelligent structures; Intelligent systems; Shape; Visual perception;
Conference_Titel :
From Perception to Action Conference, 1994., Proceedings
Print_ISBN :
0-8186-6482-7
DOI :
10.1109/FPA.1994.636134
