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
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