Signal Processing in Neuroscience - Li, Xiaoli; SpringerLink (Online service) (Singapore : Springer Singapore : Imprint: Springer, 2016)
Brief 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.
Keywords: Neurosciences; Bioinformatics; Biomedical engineering; Neurosciences; Computational Biology/Bioinformatics.; Biomedical Engineering and Bioengineering