MNE is an academic software package that aims to provide data analysis pipelines encompassing all phases of M/EEG data processing.
open-access publisher Frontiers 上的e-book Python in Neuroscience
PyMVPA stands for MultiVariate Pattern Analysis (MVPA) in Python
Gamma ASSR會受到睡眠與 level of arousal 的影響
The amplitude and phase precision of 40 Hz auditory steady-state response depend on the level of arousal. 2007 Experimental Brain Research
The 64-channel EEG data was wavelet transformed and the amplitude and phase precision of the wavelet transformed evoked potential were decomposed by the recently proposed multi-subject non-negative multi-way factorization (NMWF) (Morup et al. in J Neurosci Methods 161:361–368, 2007). The estimates of these measures were subjected to statistical analysis. The amplitude and phase precision of the ASSR were significantly larger during the low arousal state compared to the high arousal condition. The modulation of ASSR amplitude and phase precision by differences in the arousal level during recording warrants caution when investigating oscillatory brain activity and interpreting the findings of reduced ASSR in schizophrenia. It also emphasizes the necessity of standardized recording procedures and monitoring the level of arousal during ASSR testing.
40-Hz ASSR fusion classification system for observing sleep patterns. 2015 EURASIP Journal on Bioinformatics and Systems Biology Read the rest of this entry »
基礎閱讀World J Psychiatr 2012 February 22; 2(1): 1-12 Graph-based network analysis in schizophrenia
Key words: Schizophrenia; Graph theory; Small world networks; Brain networks; Brain connectivity
陽明大學林慶波教授團隊2015 於PNAS所發表的Randomization and resilience of brain functional networks as systems-level endophenotypes of schizophrenia Chun-Yi Zac Lo, Tsung-Wei Su, Chu-Chung Huang, Chia-Chun Hung, Wei-Ling Chen, Tsuo-Hung Lan, Ching-Po Lin and Edward T. Bullmore Read the rest of this entry »
Bourne PE, Korngreen A (2006) Ten Simple Rules for Reviewers. PLoS Comput Biol 2(9): e110. doi:10.1371/journal.pcbi.0020110. September 29, 2006
2010年之前：『即有一些Autism的P50文章』以下這一些是這幾年更updated的Sensory Gating in Autistic Disorder
Oranje B, Lahuis B, van Engeland H, Jan van der Gaag R, Kemner C. Sensory and sensorimotor gating in children with multiple complex developmental disorders (MCDD) and autism. Psychiatry Res. 2013;206(2-3):287-92.
Auditory dysfunction in schizophrenia: integrating clinical and basic features. Daniel C. Javitt & Robert A. Sweet Nature Reviews Neuroscience 16, 535–550 (2015)
A machine learning approach using P300 responses to investigate effect of clozapine therapy. Conf Proc
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Clozapine (CLZ) is uniquely effective as a treatment for medication resistant schizophrenia. Information regarding its mechanism of action may offer clues to the pathophysiology of the disease and to improved treatment. In this study we employ a machine learning (ML) analysis of P300 evoked potentials obtained from quantitative electroencephalography (QEEG) data to identify changes in the brain induced by CLZ treatment. Read the rest of this entry »
Brain’s alpha, beta, gamma, delta, and theta oscillations in neuropsychiatric diseases: Proposal for biomarker strategies. 土耳其的泰斗Basar刊登於Supplements to Clinical neurophysiology 01/2013的文章
CFCo= Cross-frequency coupling, The interaction of rhythms in different EEG bands
PAC=Phase-amplitude type Cross Frequency Coupling=Phase-Amplitude-Coupling
Multichannel EEG Signal Recording Analysis based on Cross Frequency Coupling Method.LF Márton et al. Procedia Technology 2014, 12, Pages 133–140
Cross-frequency phase synchronization: A brain mechanism of memory matching and attention. NeuroImage 40 (2008) 308–317
Cross-frequency phase coupling of brain rhythms during the orienting response. BRAIN RESEARCH 1232 (2008) 163 – 172
Cortical Oscillations for Cognitive/Circuit Dysfunction in Psychiatric Disorders Biological Psychiatry 2015; 77(12) Edited by György Buzsáki
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In this IssueA brief summary of the articles appearing in this issue of Biological Psychiatry. Pages 997 |
Commentary: Neural Syntax in Mental Disorders Pages 998-1000 Brendon O. Watson, Gyorgy Buzsaki Read the rest of this entry »
