Bayesian model selection for group studies

KE Stephan, WD Penny, J Daunizeau, RJ Moran… - Neuroimage, 2009 - Elsevier
Bayesian model selection (BMS) is a powerful method for determining the most likely among
a set of competing hypotheses about the mechanisms that generated observed data. BMS …

Multiway canonical correlation analysis of brain data

A de Cheveigné, GM Di Liberto, D Arzounian… - neuroimage, 2019 - Elsevier
Brain data recorded with electroencephalography (EEG), magnetoencephalography (MEG)
and related techniques often have poor signal-to-noise ratios due to the presence of multiple …

[HTML][HTML] Good practice for conducting and reporting MEG research

J Gross, S Baillet, GR Barnes, RN Henson… - Neuroimage, 2013 - Elsevier
Magnetoencephalographic (MEG) recordings are a rich source of information about the
neural dynamics underlying cognitive processes in the brain, with excellent temporal and …

[PDF][PDF] SPM12 manual

J Ashburner, G Barnes, CC Chen… - … Trust Centre for …, 2014 - researchgate.net
This chapter focuses on the imaging (or distributed) method for implementing EEG/MEG
source reconstruction in SPM. This approach results in a spatial projection of sensor data …

The role of Hebbian learning in human perception: a methodological and theoretical review of the human Visual Long-Term Potentiation paradigm

RL Sumner, MJ Spriggs… - Neuroscience & …, 2020 - Elsevier
Long-term potentiation (LTP) is one of the most widely studied forms of neural plasticity, and
is thought to be the principle mechanism underlying long-term memory and learning in the …

EEG and MEG data analysis in SPM8

V Litvak, J Mattout, S Kiebel, C Phillips… - Computational …, 2011 - Wiley Online Library
SPM is a free and open source software written in MATLAB (The MathWorks, Inc.). In
addition to standard M/EEG preprocessing, we presently offer three main analysis tools:(i) …

Predictive top-down integration of prior knowledge during speech perception

E Sohoglu, JE Peelle, RP Carlyon… - Journal of …, 2012 - Soc Neuroscience
A striking feature of human perception is that our subjective experience depends not only on
sensory information from the environment but also on our prior knowledge or expectations …

An insight-related neural reward signal

Y Oh, C Chesebrough, B Erickson, F Zhang, J Kounios - NeuroImage, 2020 - Elsevier
Moments of insight, a phenomenon of creative cognition in which an idea suddenly emerges
into awareness as an “Aha!” are often reported to be affectively positive experiences. We …

A multi-subject, multi-modal human neuroimaging dataset

DG Wakeman, RN Henson - Scientific data, 2015 - nature.com
We describe data acquired with multiple functional and structural neuroimaging modalities
on the same nineteen healthy volunteers. The functional data include …

Inattentional deafness: visual load leads to time-specific suppression of auditory evoked responses

K Molloy, TD Griffiths, M Chait, N Lavie - Journal of Neuroscience, 2015 - Soc Neuroscience
Due to capacity limits on perception, conditions of high perceptual load lead to reduced
processing of unattended stimuli. Accumulating work demonstrates the effects of visual …