Name
Title | ||
|---|---|---|
A Next Generation Modeling Environment PLATO: Platform for Collaborative Brain System Modeling |
Abstract | ||
|---|---|---|
To understand the details of brain function, a large scale system model that reflects anatomical and neurophysiological characteristics needs to be implemented. Though numerous computational models of different brain areas have been proposed, these integration for the development of a large scale model have not yet been accomplished because these models were described by different programming languages, and mostly because they used different data formats. This paper introduces a platform for a collaborative brain system modeling (PLATO) where one can construct computational models using several programming languages and connect them at the I/O level with a common data format. As an example, a whole visual system model including eye movement, eye optics, retinal network and visual cortex is being developed. Preliminary results demonstrate that the integrated model successfully simulates the signal processing flow at the different stages of visual system. |
Year | DOI | Venue |
|---|---|---|
2009 | 10.1007/978-3-642-10677-4_9 | ICONIP (1) |
Keywords | Field | DocType |
different stage,large scale system model,neuroinformatics,common data format.,different brain area,large scale modeling,numerous computational model,computational model,collaborative brain system modeling,different data format,different programming language,integrated model,model integration,next generation modeling environment,visual system,large scale model,signal processing,system modeling,eye movement,computer model,programming language | Neuroinformatics,Signal processing,Common Data Format,Visual cortex,Computer science,Computational model,Eye movement,Artificial intelligence,Systems modeling,Machine learning,System model | Conference |
Volume | ISSN | Citations |
5863 | 0302-9743 | 2 |
PageRank | References | Authors |
0.53 | 6 | 9 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Shiro Usui | 1 | 775 | 198.35 |
| Keiichiro Inagaki | 2 | 9 | 3.20 |
| Takayuki Kannon | 3 | 7 | 2.13 |
| Y Kamiyama | 4 | 12 | 5.61 |
| Shunji Satoh | 5 | 30 | 10.56 |
| Nilton Liuji Kamiji | 6 | 5 | 2.07 |
| Yutaka Hirata | 7 | 14 | 7.12 |
| Akito Ishihara | 8 | 4 | 1.26 |
| Hayaru Shouno | 9 | 36 | 16.82 |