Title :
A deterministic neural network for processing of temporal sequences
Author :
Fedor, P. ; Breznen
Author_Institution :
Inst. of Animal Physiol., Slovak Acad. of Sci., Ivanka pri Dunaji, Czechoslovakia
Abstract :
Summary form only given, as follows. A neural network model which is able to recognize time sequences of patterns is introduced. The network is applied for the recognition and prediction of pitches occurring in melodies. This recognition is invariant with regard to many features of melodies, e.g. tempo, loudness, timbre, etc. The proposed model permits defining a melody compositional process as an optimization task.<>
Keywords :
computerised pattern recognition; learning systems; neural nets; optimisation; deterministic neural network; melodies; melody compositional process; neural network model; optimization task; pitch recognition; prediction of pitches; processing of temporal sequences; recognize time sequences of patterns; Learning systems; Neural networks; Optimization methods; Pattern recognition;
Conference_Titel :
Neural Networks, 1989. IJCNN., International Joint Conference on
Conference_Location :
Washington, DC, USA
DOI :
10.1109/IJCNN.1989.118441
