DocumentCode
544521
Title
NeuroBioClusters: A biological neural network simulation and analysis tool workstation
Author
Vibert, Jean-François ; Azmy, Noureddine
Author_Institution
Fac. de Med. St.-Antoine, Unite de Rech. en Biomath. et Biostat., Univ. de Paris VI - Pierre et Marie Curie, Paris, France
Volume
3
fYear
1992
fDate
Oct. 29 1992-Nov. 1 1992
Firstpage
1037
Lastpage
1038
Abstract
NeuroBioClusters Is a computer program devoted to the simulation of Interacting biological neural networks and the analysis of their behavior. It allows the simulation of several Interacting networks made of biologically plausible modelized neurons. Networks can be built using either explicit (irregular or regular) or Implicit connectivity. They can be constituted of similar or different neurons. A clusters, the basic entity of NeuroBioClusters, is a collection of similar neurons and can be either geographically localized or not. Two levels of units description are available (membrane potential temporal evolution or conductance modeling). Axon length and inter neural delays can be modelized, and several types of external tonic or phasic input are available. It allows the possibility to modify, during the simulation (au vol) the input, the membrane potential, the firing threshold, and even some anatomical characteristics. This allows to mimic modifications of the environmental conditions or pathological situations. It is menu driven with an user friendly Interface. The outputs are given as function of time, and represent the whole neural net activity, those of each cluster, and the membrane potential of each neuron. A complete set of frequency and time domain analysis are available for the network behavior analysis.
Keywords
bioelectric potentials; biomembranes; frequency-domain analysis; neural nets; neurophysiology; time-domain analysis; NeuroBioClusters; analysis tool workstation; axon length; biological neural network simulation; computer program; conductance modeling; explicit connectivity; firing threshold; frequency domain analysis; implicit connectivity; inter neural delay; membrane potential temporal evolution; time domain analysis; user friendly interface; Biological system modeling; Face; Neurons;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1992 14th Annual International Conference of the IEEE
Conference_Location
Paris
Print_ISBN
0-7803-0785-2
Electronic_ISBN
0-7803-0816-6
Type
conf
DOI
10.1109/IEMBS.1992.5761239
Filename
5761239
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