caa a22 4500 475834038 CHVBK 20180406123849.0 cr unu---uuuuu 170329e20001201xx s 000 0 eng 10.1007/s005210070007 doi (NATIONALLICENCE)springer-10.1007/s005210070007 A Set of Neural Tools for Human-Computer Interactions: Application to the Handwritten Character Recognition, and Visual Speech Recognition Problems [Elektronische Daten] [G. Vaucher, A. R. Baig, R. Séguier] This paper presents a new technique of data coding and an associated set of homogenous processing tools for the development of Human Computer Interactions (HCI). The proposed technique facilitates the fusion of different sensorial modalities and simplifies the implementations. The coding takes into account the spatio-temporal nature of the signals to be processed in the framework of a sparse representation of data. Neural networks adapted to such a representation of data are proposed to perform the recognition tasks. Their development is illustrated by two examples: one of on-line handwritten character recognition; and the other of visual speech recognition.: Springer-Verlag London Limited, 2000 Keywords: Human-machine interaction nationallicence Lipreading nationallicence On-line handwritten character recognition nationallicence Spatio-temporal coding nationallicence Spatio-temporal neural networks nationallicence Spatio-temporal patterns nationallicence Spiking neurons nationallicence Visual speech recognition nationallicence Vaucher G. SUPÉLEC, Signal Processing and Neural Networks Team, Cesson Sévigné, France, FR aut Baig A. R. SUPÉLEC, Signal Processing and Neural Networks Team, Cesson Sévigné, France, FR aut Séguier R. SUPÉLEC, Signal Processing and Neural Networks Team, Cesson Sévigné, France, FR aut https://doi.org/10.1007/s005210070007 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s005210070007 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Vaucher G. SUPÉLEC, Signal Processing and Neural Networks Team, Cesson Sévigné, France, FR aut NATIONALLICENCE 700 1- Baig A. R. SUPÉLEC, Signal Processing and Neural Networks Team, Cesson Sévigné, France, FR aut NATIONALLICENCE 700 1- Séguier R. SUPÉLEC, Signal Processing and Neural Networks Team, Cesson Sévigné, France, FR aut Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer