| Full text | |
| Author(s): |
Shimoura, Renan Oliveira
[1]
;
Pena, Rodrigo F. O.
[1, 2, 3]
;
Lima, Vinicius
[1, 4]
;
Kamiji, Nilton L.
[1]
;
Girardi-Schappo, Mauricio
[5, 1]
;
Roque, Antonio C.
[1]
Total Authors: 6
|
| Affiliation: | [1] Univ Sao Paulo, Dept Fis, FFCLRP, BR-14040901 Ribeirao Preto, SP - Brazil
[2] Rutgers State Univ, Newark, NJ - USA
[3] New Jersey Inst Technol, Federated Dept Biol Sci, Newark, NJ - USA
[4] Univ Aix Marseille, Inst Neurosci Syst, UMR 1106, INS, Marseille - France
[5] Univ Ottawa, Dept Phys, Ottawa, ON K1N 6N5 - Canada
Total Affiliations: 5
|
| Document type: | Journal article |
| Source: | European Physical Journal-Special Topics; v. 230, n. 14-15, p. 2887-2909, OCT 2021. |
| Web of Science Citations: | 1 |
| Abstract | |
The field of computational modeling of the brain is advancing so rapidly that now it is possible to model large scale networks representing different brain regions with a high level of biological detail in terms of numbers of neurons and synapses. For a theoretician approaching a neurobiological question, it is important to analyze the pros and cons of each of the models available. Here, we provide a tutorial review on recent models for different brain circuits, which are based on experimentally obtained connectivity maps. We discuss particularities that may be relevant to the modeler when choosing one of the reviewed models. The objective of this review is to give the reader a fair notion of the computational models covered, with emphasis on the corresponding connectivity maps, and how to use them. (AU) | |
| FAPESP's process: | 13/25667-8 - Mechanisms of propagation of epileptiform activity in a large-scale cortical model |
| Grantee: | Rodrigo Felipe de Oliveira Pena |
| Support Opportunities: | Scholarships in Brazil - Doctorate (Direct) |
| FAPESP's process: | 17/07688-9 - Computational study of hippocampal-cortical-thalamic interactions: simulating patterns of synaptic plasticity and oscillatory activity |
| Grantee: | Renan Oliveira Shimoura |
| Support Opportunities: | Scholarships in Brazil - Doctorate |
| FAPESP's process: | 18/09150-9 - Stochastic and/or computational modeling of the brain functioning |
| Grantee: | Mauricio Girardi Schappo |
| Support Opportunities: | Scholarships in Brazil - Post-Doctoral |
| FAPESP's process: | 18/20277-0 - Computational and systems neuroscience |
| Grantee: | Antonio Carlos Roque da Silva Filho |
| Support Opportunities: | Regular Research Grants |
| FAPESP's process: | 16/03855-5 - Analysis on statistical selection of visual cortex and retina models: a comparative study |
| Grantee: | Nilton Liuji Kamiji |
| Support Opportunities: | Scholarships in Brazil - Post-Doctoral |
| FAPESP's process: | 13/07699-0 - Research, Innovation and Dissemination Center for Neuromathematics - NeuroMat |
| Grantee: | Oswaldo Baffa Filho |
| Support Opportunities: | Research Grants - Research, Innovation and Dissemination Centers - RIDC |
| FAPESP's process: | 15/50122-0 - Dynamic phenomena in complex networks: basics and applications |
| Grantee: | Elbert Einstein Nehrer Macau |
| Support Opportunities: | Research Projects - Thematic Grants |