Title :
A new approach to storing temporal sequences
Author :
Privitera, Claudio M. ; Morasso, Pietro
Author_Institution :
Dept. Inf. Syst., Genoa Univ., Italy
Abstract :
From a neurophysiological point of view, to generate a temporal sequence is equivalent to correctly synchronize in time, patterns which are already known by the brain (e.g. the phonemes which compose the words). In this paper, we propose an architecture for representing the patterns based on a two-dimensional map, where the processing elements are micro-columns composed by three elements in cascade. The map is the common substrate exploited both in the generation and in the perception phase (i.e. during the observation and learning process of a new sequence).
Keywords :
neural nets; neurophysiology; physiological models; synchronisation; brain; learning process; neural nets; neurophysiology; perception phase; synchronization; temporal sequence storage; two-dimensional map; Biological neural networks; Lips; Motor drives; Neurons; Robots; Shape; Speech; Tongue;
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
DOI :
10.1109/IJCNN.1993.714291