DocumentCode
2089318
Title
The population dynamics and structural organization of cortical network through the sensory experience during development
Author
Matsumura, Taishi ; Yuasa, Tetsuya ; Kang, Siu
Author_Institution
Department of Bio-Systems Engineering, Graduate School of Engineering, Yamagata University, Yonezawa city, Yamagata
fYear
2015
fDate
May 31 2015-June 3 2015
Firstpage
1
Lastpage
4
Abstract
Recent in vivo multiunit recording revealed that spontaneous activity (SA) and evoked activity (EA) of neural population in primary visual cortex (V1) show the similar spatiotemporal patterns. Furthermore, the similarity gradually increases depending on visual experience during development. However, it is still unclear how such a network dynamics is organized through the learning of local circuit in cerebral cortex. Through the computational modeling study, it was demonstrated that cortical network could generate precise spike sequences that repetitively occur during both SA and EA, and such the repetitive spatiotemporal patterns are organized through synaptic learning mediated by the spike-timing-dependent plasticity (STDP). As a result, it was found that the model network could acquire the internal representation for external sensory experience described as the spatiotemporal pattern of population firings. It was also provided that the circuit structure for such kind of the visual experience-dependent organization of population dynamics that is recently observed by in vivo multiunit recording study in V1 during development.
Keywords
Firing; Modulation; Neurons; Sociology; Spatiotemporal phenomena; Statistics; Visualization; cerebral cortex; dynamical system; learning; memory formation; neural network simulation; self-organization; spike-timing-dependent plasticity;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ASCC), 2015 10th Asian
Conference_Location
Kota Kinabalu, Malaysia
Type
conf
DOI
10.1109/ASCC.2015.7244675
Filename
7244675
Link To Document