Unsupervised spike sorting with ICA and its evaluation using GENESIS simulations

Neurocomputing

Volumn 65-66, Issue SPEC. ISS., 2005, Pages 275-282

  Mamlouk, Amir Madany ^a   Sharp, Hannah ^a   Menne, Kerstin M L ^a   Hofmann, Ulrich G ^a   Martinetz, Thomas ^a  

^a UNIVERSITY OF LÜBECK   (Germany)

Author keywords

Biological realistic network simulation; Independent component analysis; Multisite neuronal recording; Spike detection; Spike sorting

Indexed keywords

COMPUTER SIMULATION; DATA ACQUISITION; DATA REDUCTION; INDEPENDENT COMPONENT ANALYSIS; PROBLEM SOLVING;

GENESIS SIMULATIONS; NEURAL COCKTAIL PARTY PROBLEMS; QUANTITATIVE EVALUATION; SPIKE SORTING;

NEUROLOGY;

ANALYTICAL ERROR; ARTICLE; COMPARTMENT MODEL; COMPUTER PROGRAM; COMPUTER SIMULATION; CONTROLLED STUDY; DATA ANALYSIS; HIPPOCAMPUS; INDEPENDENT COMPONENT ANALYSIS; INTERNEURON; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; PROBLEM SOLVING; PYRAMIDAL NERVE CELL; QUALITATIVE ANALYSIS; QUANTITATIVE ANALYSIS; RECEIVER OPERATING CHARACTERISTIC; RECORDING; RELIABILITY; SPIKE WAVE;

EID: 18244406511     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2004.10.019     Document Type: Article

References (8)

1. J. Bower D. Beeman The Book of GENESIS: Exploring Realistic Neural Models with the GEneral NEural SImulation System second ed. 1998 Springer New York
2. G.D. Brown S. Yamada T.J. Sejnowski Independent components analysis at the neural cocktail party Trends Neurosci. 24 1 2001 54-63
3. A. Hyvärinen E. Oja Independent component analysis: Algorithms and applications Neural Networks 13 4-5 2000 411-430
4. K.M.L. Menne A. Folkers R. Maex T. Malina U.G. Hofmann Test of spike sorting algorithms on the basis of simulated data Neurocomputing 44-46 2002 1119-1126
5. K.M.L. Menne, T. Malina, A. Folkers, U.G. Hofmann, Biologically realistic simulation of a part of hippocampal ca3: Generation of testdata for the evaluation of spike detection algorithms, Fifth GWAL, 2002, pp. 17-25.
6. R. Traub J. Jefferys M. Whittington M. Toth A branching dendritic model of a rodent ca3 pyramidal neurone J. Physiol. 481 1994 79-95
7. R.D. Traub R. Miles Pyramidal cell-to-inhibitory cell spike transduction explicable by active dendritic conductances in inhibitory cell J. Comput. Neurosci. 2 1995 291-298
8. F. Wood M.J. Black C. Vargas-Irwin M. Fellows J.P. Donoghue On the variability of manual spike sorting IEEE TBME 51 6 2004 912-918