DocumentCode
152643
Title
Modeling cortical states by spiking neurons
Author
Sengor, N. Serap ; Kuyumcu, Yusuf ; Ciflci, Koray
Author_Institution
Elektron. ve Haberlesme Muhendisligi Bolumu, Istanbul Teknik Univ., Istanbul, Turkey
fYear
2014
fDate
23-25 April 2014
Firstpage
1243
Lastpage
1246
Abstract
Computational neuroscience has been effective in providing tools for investigation of cognitive processes along with neurodegenerative diseases and neurological disorders, recently. In this work, it will be shown that it could be possible to understand the mechanisms behind cortical dynamics using spiking neural networks. Here, Izhikevich neuron model is used to set up a cortex model and with this model, signals related to brain dynamics have been observed.
Keywords
brain models; cognition; diseases; medical disorders; neurophysiology; Izhikevich neuron model; brain dynamics; cognitive processes; computational neuroscience; cortex model; cortical dynamics; cortical state modeling; neurodegenerative diseases; neurological disorders; spiking neural networks; Brain modeling; Computational modeling; Conferences; Electroencephalography; Mathematical model; Neurons; Signal processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications Applications Conference (SIU), 2014 22nd
Conference_Location
Trabzon
Type
conf
DOI
10.1109/SIU.2014.6830461
Filename
6830461
Link To Document