DocumentCode
423575
Title
Dual threshold based neural modeling to study systems of spiking neurons
Author
Lovelace, Jeffrey J. ; Cios, Krzysztof J.
Author_Institution
Dept. of Bioeng., Toledo Univ., OH, USA
Volume
1
fYear
2004
fDate
25-29 July 2004
Firstpage
483
Lastpage
488
Abstract
The paper describes development and application of a spiking neuron model. The neuron model mimics the observed behavior of neurons in that the firing frequency is proportional to the input signal. The network of such spiking neurons is used for processing of received echolocation data to map out an area in a 2D space in real-time.
Keywords
bioacoustics; biomimetics; mechanoception; medical computing; neural nets; neurophysiology; physiological models; dual threshold based neural modeling; echolocation data; firing frequency; spiking neuron model; Biomedical engineering; Control systems; Delay; Design engineering; Frequency; Information processing; Nervous system; Neurons; Organisms; Signal processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on
ISSN
1098-7576
Print_ISBN
0-7803-8359-1
Type
conf
DOI
10.1109/IJCNN.2004.1379957
Filename
1379957
Link To Document