The integration of negative affect, pain and cognitive control in the cingulate cortex

AJ Shackman, TV Salomons, HA Slagter… - Nature Reviews …, 2011 - nature.com
It has been argued that emotion, pain and cognitive control are functionally segregated in
distinct subdivisions of the cingulate cortex. However, recent observations encourage a …

Decoding dynamic brain patterns from evoked responses: A tutorial on multivariate pattern analysis applied to time series neuroimaging data

T Grootswagers, SG Wardle… - Journal of cognitive …, 2017 - direct.mit.edu
Multivariate pattern analysis (MVPA) or brain decoding methods have become standard
practice in analyzing fMRI data. Although decoding methods have been extensively applied …

CoSMoMVPA: multi-modal multivariate pattern analysis of neuroimaging data in Matlab/GNU Octave

NN Oosterhof, AC Connolly, JV Haxby - Frontiers in neuroinformatics, 2016 - frontiersin.org
Recent years have seen an increase in the popularity of multivariate pattern (MVP) analysis
of functional magnetic resonance (fMRI) data, and, to a much lesser extent, magneto-and …

Informatics and data mining tools and strategies for the human connectome project

DS Marcus, J Harwell, T Olsen, M Hodge… - Frontiers in …, 2011 - frontiersin.org
The Human Connectome Project (HCP) is a major endeavor that will acquire and analyze
connectivity data plus other neuroimaging, behavioral, and genetic data from 1,200 healthy …

The Decoding Toolbox (TDT): a versatile software package for multivariate analyses of functional imaging data

MN Hebart, K Görgen, JD Haynes - Frontiers in neuroinformatics, 2015 - frontiersin.org
The multivariate analysis of brain signals has recently sparked a great amount of interest, yet
accessible and versatile tools to carry out decoding analyses are scarce. Here we introduce …

PRoNTo: pattern recognition for neuroimaging toolbox

J Schrouff, MJ Rosa, JM Rondina, AF Marquand… - Neuroinformatics, 2013 - Springer
In the past years, mass univariate statistical analyses of neuroimaging data have been
complemented by the use of multivariate pattern analyses, especially based on machine …

Big data analytics: A review on theoretical contributions and tools used in literature

P Grover, AK Kar - Global Journal of Flexible Systems Management, 2017 - Springer
The importance of data science and big data analytics is growing very fast as organizations
are gearing up to leverage their information assets to gain competitive advantage. The …

Primary somatosensory cortex discriminates affective significance in social touch

V Gazzola, ML Spezio, JA Etzel… - Proceedings of the …, 2012 - National Acad Sciences
Another person's caress is one of the most powerful of all emotional social signals. How
much the primary somatosensory cortices (SIs) participate in processing the pleasantness of …

Spontaneous neural encoding of social network position

C Parkinson, AM Kleinbaum, T Wheatley - Nature Human Behaviour, 2017 - nature.com
Unlike many species that enact social behaviour in loose aggregations (such as swarms or
herds), humans form groups comprising many long-term, intense, non-reproductive bonds …

Memory consolidation by replay of stimulus-specific neural activity

L Deuker, J Olligs, J Fell, TA Kranz… - Journal of …, 2013 - Soc Neuroscience
Memory consolidation transforms initially labile memory traces into more stable
representations. One putative mechanism for consolidation is the reactivation of memory …