Presentation | 2010-03-09 Prediction of Spike Firing Event from Local Field Potentials Emi TAKAKUDA, Kensuke ARAI, Yoshikazu ISOMURA, Takashi TAKEKAWA, Tomoki FUKAI, |
---|---|
PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Analyzing Local Field Potentials (LFP), which are thought to reflect the synaptic activity of neurons in the cortex is one of the common methods of searching network activity in cortex. From the LFP, we calculated the Current Source Density (CSD), a signal that is thought to more accurately reflect the local synaptic currents in the cortical layers, to see the relationship between the extracellular field and spike firing. Then using the method of Fisher's Linear Discriminate, we predict the spike bursts from the CSD waveform. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Local Field Potentials / Current Source Density / Fisher's Linear Discriminant |
Paper # | NC2009-93 |
Date of Issue |
Conference Information | |
Committee | NC |
---|---|
Conference Date | 2010/3/2(1days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | |
Vice Chair | |
Secretary | |
Assistant |
Paper Information | |
Registration To | Neurocomputing (NC) |
---|---|
Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Prediction of Spike Firing Event from Local Field Potentials |
Sub Title (in English) | |
Keyword(1) | Local Field Potentials |
Keyword(2) | Current Source Density |
Keyword(3) | Fisher's Linear Discriminant |
1st Author's Name | Emi TAKAKUDA |
1st Author's Affiliation | Graduate School of Frontier Science, The University of Tokyo() |
2nd Author's Name | Kensuke ARAI |
2nd Author's Affiliation | RIKEN Brain Science Institute |
3rd Author's Name | Yoshikazu ISOMURA |
3rd Author's Affiliation | RIKEN Brain Science Institute |
4th Author's Name | Takashi TAKEKAWA |
4th Author's Affiliation | RIKEN Brain Science Institute |
5th Author's Name | Tomoki FUKAI |
5th Author's Affiliation | RIKEN Brain Science Institute |
Date | 2010-03-09 |
Paper # | NC2009-93 |
Volume (vol) | vol.109 |
Number (no) | 461 |
Page | pp.pp.- |
#Pages | 4 |
Date of Issue |