Statistical modelling of spike libraries for simulation of extracellular recordings in the cerebellum

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 4250-4253

  Thorbergsson, P T ^a,b   Garwicz, M ^a,c   Schouenborg, J ^a,c   Johansson, A J ^a,b  

^a LUND UNIVERSITY   (Sweden)

^b LUND UNIVERSITY   (Sweden)

^c LUND UNIVERSITY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN MACHINE INTERFACE; EXTRACELLULAR RECORDING; EXTRACELLULAR SPIKES; GROUND TRUTH; IN-VIVO; MICROELECTRODE ARRAY; NEURAL SPIKE; RECORDING ENVIRONMENT; SIGNAL ACQUISITIONS; SIMULATION TOOL; STATISTICAL MODELLING;

ALGORITHMS; BRAIN; LIBRARIES; MICROELECTRODES; STATISTICAL METHODS;

SIGNAL PROCESSING;

ACTION POTENTIAL; ANIMAL; ARTICLE; CAT; CEREBELLUM; PHYSIOLOGY; PRINCIPAL COMPONENT ANALYSIS; STATISTICAL MODEL;

ACTION POTENTIALS; ANIMALS; CATS; CEREBELLUM; MODELS, STATISTICAL; PRINCIPAL COMPONENT ANALYSIS;

EID: 78650825037     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5627177     Document Type: Conference Paper

References (11)

1. H. Bokil et al. A Method for Detection and Classification of Events in Neural Activity, IEEE Transaction on Biomedical Engineering, vol. 53, no. 8, pp. 1678-1687, 2006.
2. P. T. Thorbergsson et al. Spike Library Based Simulator for Extracellular Single Unit Neuronal Signals, Conference proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 6998-7001, 2009.
3. Website: EAPSim, http://www.eit.lth.se/staff/Palmi Thor.Thorbergsson
4. D. A. Henze et al. Intracellular Features Predicted by Extracellular Recordings in the Hippocampus In Vivo, Journal of Neurophysiology, vol. 84, 2000, pp 390-400.
5. M.S. Fee, P. Mitra, and D. Kleinfeld. Variability of Extracellular Spike Waveforms of Cortical Neurons, Journal of Neurophysiology, vol. 76, pp. 3823-3833, 1996.
6. H. Jörntell and C.F. Ekerot, Reciprocal bidirectional plasticity of parallel fiber receptive fields in cerebellar Purkinje cells and their afferent interneurons. Neuron, vol. 34, pp. 797-806, 2002.
7. Website: Chronux Analysis Software, http://www.chronux.org.
8. P. Mitra, H. Bokil. Observed Brain Dynamics, Oxford University Press, USA, 2008.
9. M. S. Lewicki. A review of methods for spike sorting: the detection and classification of neural action potentials, Network: Comput. Neural Syst., vol. 9, pp. R53-R78, 1998.
10. Website: VassarStats, http://faculty.vassar.edu/lowry/clin1.html
11. M. S. Fee et al. Automatic sorting of multiple unit neuronal signals in the presence of anisotropic and non-Gaussian variability, Journal of Neuroscience Methods, vol. 69, pp. 175-188, 1996.