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MatClassRSA: A Matlab toolbox for M/EEG classification and visualization of proximity matrices

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-0-387-84858-7openalex-snapshot
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
inferredcites →https://doi.org/10.1007/978-3-540-45087-0_28openalex-snapshot
Permutation Tests for Classification: Towards Statistical Significance in Image-Based Studies
inferredcites →https://doi.org/10.1007/bf00994018openalex-snapshot
Support-Vector Networks
inferredcites →https://doi.org/10.1007/bf02288916openalex-snapshot
Multidimensional Scaling: I. Theory and Method
inferredcites →https://doi.org/10.1007/bf02289621openalex-snapshot
The Analysis of Proximities: Multidimensional Scaling with an Unknown Distance Function. II
inferredcites →https://doi.org/10.1007/s12021-008-9041-yopenalex-snapshot
PyMVPA: a Python Toolbox for Multivariate Pattern Analysis of fMRI Data
inferredcites →https://doi.org/10.1007/s12021-013-9178-1openalex-snapshot
PRoNTo: Pattern Recognition for Neuroimaging Toolbox
inferredcites →https://doi.org/10.1007/s12021-014-9223-8openalex-snapshot
MANIA—A Pattern Classification Toolbox for Neuroimaging Data
inferredcites →https://doi.org/10.1007/s12021-018-9375-zopenalex-snapshot
The Decision Decoding ToolBOX (DDTBOX) – A Multivariate Pattern Analysis Toolbox for Event-Related Potentials
inferredcites →https://doi.org/10.1016/0013-4694(88)90149-6openalex-snapshot
Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials
inferredcites →https://doi.org/10.1016/j.clinph.2007.09.121openalex-snapshot
Towards an independent brain–computer interface using steady state visual evoked potentials
inferredcites →https://doi.org/10.1016/j.clinph.2009.11.087openalex-snapshot
An auditory oddball brain–computer interface for binary choices
inferredcites →https://doi.org/10.1016/j.jneumeth.2003.10.009openalex-snapshot
EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
inferredcites →https://doi.org/10.1016/j.jneumeth.2011.02.007openalex-snapshot
Classification of selective attention to auditory stimuli: Toward vision-free brain–computer interfacing
inferredcites →https://doi.org/10.1016/j.neuroimage.2010.07.073openalex-snapshot
Encoding and decoding in fMRI
inferredcites →https://doi.org/10.1016/j.neuroimage.2010.11.004openalex-snapshot
Introduction to machine learning for brain imaging
inferredcites →https://doi.org/10.1016/j.neuroimage.2013.10.027openalex-snapshot
MNE software for processing MEG and EEG data
inferredcites →https://doi.org/10.1016/j.neuron.2008.10.043openalex-snapshot
Matching Categorical Object Representations in Inferior Temporal Cortex of Man and Monkey
inferredcites →https://doi.org/10.1016/j.specom.2015.01.003openalex-snapshot
Classification of speech-evoked brainstem responses to English vowels
inferredcites →https://doi.org/10.1016/s0065-2458(08)60034-0openalex-snapshot
Clustering Methodologies in Exploratory Data Analysis
inferredcites →https://doi.org/10.1023/a:1010933404324openalex-snapshot
Random Forests
inferredcites →https://doi.org/10.1037/h0042354openalex-snapshot
Stimulus and response generalization: Tests of a model relating generalization to distance in psychological space.
inferredcites →https://doi.org/10.1037/h0043083openalex-snapshot
Stimulus and response generalization: Deduction of the generalization gradient from a trace model.
inferredcites →https://doi.org/10.1038/nn.3635openalex-snapshot
Resolving human object recognition in space and time
inferredcites →https://doi.org/10.1088/1741-2560/10/5/056014openalex-snapshot
BCILAB: a platform for brain–computer interface development
inferredcites →https://doi.org/10.1088/1741-2560/9/5/056013openalex-snapshot
Combining features from ERP components in single-trial EEG for discriminating four-category visual objects
inferredcites →https://doi.org/10.1093/cercor/bhi130openalex-snapshot
Temporal Characterization of the Neural Correlates of Perceptual Decision Making in the Human Brain
inferredcites →https://doi.org/10.1109/5.939829openalex-snapshot
Motor imagery and direct brain-computer communication
inferredcites →https://doi.org/10.1109/prni.2012.26openalex-snapshot
Spatiotemporal Searchlight Representational Similarity Analysis in EMEG Source Space
inferredcites →https://doi.org/10.1111/j.1469-1809.1936.tb02137.xopenalex-snapshot
THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS
inferredcites →https://doi.org/10.1145/1961189.1961199openalex-snapshot
LIBSVM
inferredcites →https://doi.org/10.1162/neco.2009.04-08-764openalex-snapshot
Partial Orders of Similarity Differences Invariant Between EEG-Recorded Brain and Perceptual Representations of Language
inferredcites →https://doi.org/10.1167/13.10.1openalex-snapshot
Representational dynamics of object vision: The first 1000 ms
inferredcites →https://doi.org/10.1371/journal.pcbi.1003553openalex-snapshot
A Toolbox for Representational Similarity Analysis
inferredcites →https://doi.org/10.1371/journal.pone.0014465openalex-snapshot
Identifying Object Categories from Event-Related EEG: Toward Decoding of Conceptual Representations
inferredcites →https://doi.org/10.1371/journal.pone.0131080openalex-snapshot
Biodiversity on the Rocks: Macrofauna Inhabiting Authigenic Carbonate at Costa Rica Methane Seeps
inferredcites →https://doi.org/10.1371/journal.pone.0135697openalex-snapshot
A Representational Similarity Analysis of the Dynamics of Object Processing Using Single-Trial EEG Classification
inferredcites →https://doi.org/10.2307/2346439openalex-snapshot
Minimum Spanning Trees and Single Linkage Cluster Analysis
inferredcites →https://doi.org/10.3389/fnins.2013.00267openalex-snapshot
MEG and EEG data analysis with MNE-Python
inferredcites →https://doi.org/10.3389/neuro.06.004.2008openalex-snapshot
Representational similarity analysis – connecting the branches of systems neuroscience
inferredcites →https://doi.org/10.48550/arxiv.1201.0490openalex-snapshot
Scikit-learn: Machine Learning in Python
inferredcites →https://doi.org/10.7551/mitpress/1120.003.0025openalex-snapshot
Classifying Single Trial EEG: Towards Brain Computer Interfacing

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1016/j.heares.2020.108101openalex-snapshot
Factors influencing classification of frequency following responses to speech and music stimuli
inferred← citeshttps://doi.org/10.1016/j.nlm.2021.107531openalex-snapshot
Brain activities of reconsolidation: Nuances in post-retrieval interference led to optimal alterations of episodic memories
inferred← citeshttps://doi.org/10.1044/2023_jslhr-23-00292openalex-snapshot
Promoting Simple and Engaging Brain–Computer Interface Designs for Children by Evaluating Contrasting Motion Techniques
inferred← citeshttps://doi.org/10.1101/2025.11.19.689115openalex-snapshot
MatClassRSA v2 release: A MATLAB toolbox for M/EEG classification, proximity matrix construction, and visualization
inferred← citeshttps://doi.org/10.1101/661066openalex-snapshot
Decoding Speech and Music Stimuli from the Frequency Following Response
inferred← citeshttps://doi.org/10.1145/3357160.3357672openalex-snapshot
Single-trial Based EEG Classification of the Dynamic Representation of Speaker Stance: A Preliminary Study with Representational Similarity Analysis
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