Multiple neural spike train data analysis: state-of-the-art and future challenges
- PMID:15114358
- DOI: 10.1038/nn1228
Multiple neural spike train data analysis: state-of-the-art and future challenges
Abstract
Multiple electrodes are now a standard tool in neuroscience research that make it possible to study the simultaneous activity of several neurons in a given brain region or across different regions. The data from multi-electrode studies present important analysis challenges that must be resolved for optimal use of these neurophysiological measurements to answer questions about how the brain works. Here we review statistical methods for the analysis of multiple neural spike-train data and discuss future challenges for methodology research.
Similar articles
- All my circuits: using multiple electrodes to understand functioning neural networks.Miller EK, Wilson MA.Miller EK, et al.Neuron. 2008 Nov 6;60(3):483-8. doi: 10.1016/j.neuron.2008.10.033.Neuron. 2008.PMID:18995823Review.
- An integrative analysis platform for multiple neural spike train data.Huang Y, Li X, Li Y, Xu Q, Lu Q, Liu Q.Huang Y, et al.J Neurosci Methods. 2008 Jul 30;172(2):303-11. doi: 10.1016/j.jneumeth.2008.04.026. Epub 2008 May 3.J Neurosci Methods. 2008.PMID:18538855
- Using multi-neuron population recordings for neural prosthetics.Chapin JK.Chapin JK.Nat Neurosci. 2004 May;7(5):452-5. doi: 10.1038/nn1234.Nat Neurosci. 2004.PMID:15114357Review.
- Common-input models for multiple neural spike-train data.Kulkarni JE, Paninski L.Kulkarni JE, et al.Network. 2007 Dec;18(4):375-407. doi: 10.1080/09548980701625173.Network. 2007.PMID:17943613
- Partial cross-correlation analysis resolves ambiguity in the encoding of multiple movement features.Stark E, Drori R, Abeles M.Stark E, et al.J Neurophysiol. 2006 Mar;95(3):1966-75. doi: 10.1152/jn.00981.2005. Epub 2005 Nov 30.J Neurophysiol. 2006.PMID:16319200
Cited by
- The neural decoding toolbox.Meyers EM.Meyers EM.Front Neuroinform. 2013 May 22;7:8. doi: 10.3389/fninf.2013.00008. eCollection 2013.Front Neuroinform. 2013.PMID:23734125Free PMC article.
- Multi-day neuron tracking in high-density electrophysiology recordings using earth mover's distance.Yuan AX, Colonell J, Lebedeva A, Okun M, Charles AS, Harris TD.Yuan AX, et al.Elife. 2024 Jul 10;12:RP92495. doi: 10.7554/eLife.92495.Elife. 2024.PMID:38985568Free PMC article.
- Processing and Analysis of Multichannel Extracellular Neuronal Signals: State-of-the-Art and Challenges.Mahmud M, Vassanelli S.Mahmud M, et al.Front Neurosci. 2016 Jun 2;10:248. doi: 10.3389/fnins.2016.00248. eCollection 2016.Front Neurosci. 2016.PMID:27313507Free PMC article.Review.
- Impact of network structure and cellular response on spike time correlations.Trousdale J, Hu Y, Shea-Brown E, Josić K.Trousdale J, et al.PLoS Comput Biol. 2012;8(3):e1002408. doi: 10.1371/journal.pcbi.1002408. Epub 2012 Mar 22.PLoS Comput Biol. 2012.PMID:22457608Free PMC article.
- Spike sorting based on shape, phase, and distribution features, and K-TOPS clustering with validity and error indices.Caro-Martín CR, Delgado-García JM, Gruart A, Sánchez-Campusano R.Caro-Martín CR, et al.Sci Rep. 2018 Dec 12;8(1):17796. doi: 10.1038/s41598-018-35491-4.Sci Rep. 2018.PMID:30542106Free PMC article.
Publication types
MeSH terms
Related information
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical