Speech recognition with spiking neurons and dynamic synapses: A model motivated by the human auditory pathway

Neurocomputing

Volumn 44-46, Issue , 2002, Pages 937-942

  Näger, Christian ^a,b   Storck, Jan ^a,b   Deco, Gustavo ^a,b  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

^b SIEMENS AG   (Germany)

Author keywords

Auditory model; Cochlea; Delay learning; Dynamic synapse; Speech perception; Speech recognition

Indexed keywords

ACOUSTIC SIGNAL PROCESSING; AUDITION; PHYSIOLOGICAL MODELS; SPEECH RECOGNITION;

AUDITORY SIGNAL PROCESSING;

NEURAL NETWORKS;

ACOUSTICS; ARTICLE; ARTIFICIAL NEURAL NETWORK; AUDITORY SYSTEM; COCHLEA; COCHLEAR NERVE; CONTROLLED STUDY; FREQUENCY ANALYSIS; NERVE CELL PLASTICITY; PRIORITY JOURNAL; SIGNAL PROCESSING; SPATIAL DISCRIMINATION; SPEECH DISCRIMINATION; SPEECH PERCEPTION; SPIKE WAVE; SYNAPSE; TIME PERCEPTION;

EID: 18344413740     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0925-2312(02)00494-0     Document Type: Article

References (6)

1. Dynamic synapse: A new concept of neural representation and computation
2. A computational model of filtering, detection, and compression in the cochlea
3. Redistribution of synaptic efficacy between neocortical pyramidal neurons
4. A model of synaptic short-term plasticity and its adaptation
5. Temporal clustering with spiking neurons and dynamic synapses: Towards technological applications