000			03218nam a22004695i 4500
001			978-981-10-1822-0
003			DE-He213
005			20180206183130.0
007			cr nn 008mamaa
008			160831s2016 si | s |||| 0|eng d
020			_a9789811018220 _9978-981-10-1822-0
050		4	_aRC321-580
072		7	_aPSAN _2bicssc
072		7	_aMED057000 _2bisacsh
082	0	4	_a612.8 _223
245	1	0	_aSignal Processing in Neuroscience _h[recurso electrónico] / _cedited by Xiaoli Li.
264		1	_aSingapore : _bSpringer Singapore : _bImprint: Springer, _c2016.
300			_aVI, 288 p. 106 illus., 87 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_aBrief history and development of electrophysiological recording techniques in neuroscience -- Adaptive Spike Sorting with a Gaussian Mixture Model -- Causality of Spike Trains Based on Entropy -- Quantification of Spike-LFP Synchronization -- Artifact removal in EEG recordings -- Order Time Series Analysis of Neural Signals -- Dynamical Similarity Analysis of EEG Recordings -- Entropy Measures in Neural Signals -- Synchronization Measures in EEG Signals -- Estimating Coupling Direction between Neuronal Populations -- The comodulation measure of neuronal oscillations -- Multivariate EEG synchronization strength measures -- Cross-Frequency Coupling in Neural Oscillations -- Nonnegative Matrix and Tensor Decomposition of EEG.
520			_aThis book reviews cutting-edge developments in neural signalling processing (NSP), systematically introducing readers to various models and methods in the context of NSP. Neuronal Signal Processing is a comparatively new field in computer sciences and neuroscience, and is rapidly establishing itself as an important tool, one that offers an ideal opportunity to forge stronger links between experimentalists and computer scientists. This new signal-processing tool can be used in conjunction with existing computational tools to analyse neural activity, which is monitored through different sensors such as spike trains, local filed potentials and EEG. The analysis of neural activity can yield vital insights into the function of the brain. This book highlights the contribution of signal processing in the area of computational neuroscience by providing a forum for researchers in this field to share their experiences to date.
650		0	_aMedicine.
650		0	_aNeurosciences.
650		0	_aBioinformatics.
650		0	_aBiomedical engineering.
650	1	4	_aBiomedicine.
650	2	4	_aNeurosciences.
650	2	4	_aComputational Biology/Bioinformatics.
650	2	4	_aBiomedical Engineering.
700	1		_aLi, Xiaoli. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9789811018213
856	4	0	_zLibro electrónico _uhttp://148.231.10.114:2048/login?url=http://dx.doi.org/10.1007/978-981-10-1822-0
912			_aZDB-2-SBL
942			_cLIBRO_ELEC
999			_c227728 _d227728