DocumentCode :
2082125
Title :
The neuroid: A novel and simplified neuron-model
Author :
Arguello, E. ; Silva, R. ; Castillo, Claris ; Huerta, Milagros
Author_Institution :
Lab. “C”, Simon Bolivar Univ., Caracas, Venezuela
fYear :
2012
fDate :
Aug. 28 2012-Sept. 1 2012
Firstpage :
1234
Lastpage :
1237
Abstract :
In this paper we introduce a novel computational neuron-model, the Neuroid, which is based on three basic operations that are carried out by nerve cells to process the incoming information, such as comparison, and frequency pulse modulation-demodulation. The model was implemented using LabVIEW 10.0, in order to assign to each of these operations, an execution block (Virtual Instrument). The results of its implementation showed a very similar behavior to that exhibited by real neurons. Furthermore, due to its simplicity and low computational requirements, it is expected that the Neuroid can be used to create several software models of biological neural systems, either for research or teaching purposes.
Keywords :
cellular biophysics; demodulation; medical computing; neural nets; neurophysiology; pulse frequency modulation; virtual instrumentation; LabVIEW 10.0; biological neural systems; computational neuron model; execution block; frequency pulse modulation-demodulation; information processing; nerve cells; neuroid; research purposes; simplified neuron model; software models; teaching purposes; virtual instrument; Biological neural networks; Biological system modeling; Biomembranes; Computational modeling; Electric potential; Frequency modulation; Neurons; Algorithms; Computational Biology; Computer Simulation; Models, Neurological; Neurons; Synapses;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2012.6346160
Filename :
6346160
Link To Document :
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