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http://www.mathworks.com/products/matlab/

Multi paradigm numerical computing environment and fourth generation programming language developed by MathWorks. Allows matrix manipulations, plotting of functions and data, implementation of algorithms, creation of user interfaces, and interfacing with programs written in other languages, including C, C++, Java, Fortran and Python. Used to explore and visualize ideas and collaborate across disciplines including signal and image processing, communications, control systems, and computational finance.

Proper citation: MATLAB (RRID:SCR_001622) Copy   

•   Source: SciCrunch Registry

http://strfpak.berkeley.edu

STRFPak is a Matlab toolbox for estimating the linear and nonlinear stimulus-response mapping function of sensory systems. This mapping function is commonly called the spatio- or spectro-temporal receptive field (STRF). A quantitative estimate of the STRF can be used in subsequent computational modeling studies or to predict future responses of the system. STRFPak implements several general STRF estimation techniques and can be used with any stimuli (including natural scenes and sounds). The theoretical basis for STRF estimation has been known for some time, but estimation software has not been widely available. This project aims to develop appropriate software and make it available to the wider community of sensory neuroscientists. Although STRFPak is based on established methods it incorporates two important innovations. First, STRFPak can be used to characterize a sensory system from its response to arbitrary stimuli including natural signals (e.g., vocalizations, natural scenes). Second, STRFPak incorporates several methods for estimating nonlinear STRFs. STRFPak also includes tutorial examples and documentation.

Proper citation: Spatio- Spectro- Temporal Receptive Field (RRID:SCR_007995) Copy   

•   Source: SciCrunch Registry

https://github.com/fangzcbio/DeePVP

Software tool for identification and classification of phage virion proteins using deep learning.

Proper citation: DeePVP (RRID:SCR_022474) Copy   

•   Source: SciCrunch Registry

http://neuroimage.usc.edu/brainstorm/

Software as collaborative, open source application dedicated to analysis of brain recordings: MEG, EEG, fNIRS, ECoG, depth electrodes and animal invasive neurophysiology. User-Friendly Application for MEG/EEG Analysis.

Proper citation: Brainstorm (RRID:SCR_001761) Copy   

•   Source: SciCrunch Registry

https://www.fieldtriptoolbox.org

Software toolbox for analysis of MEG, EEG, and other electrophysiological data. Used by experimental neuroscientists.

Proper citation: FieldTrip (RRID:SCR_004849) Copy   

•   Source: SciCrunch Registry

http://martinos.org/mne/

Software suite for processing magnetoencephalography and electroencephalography data. Open source Python software for exploring, visualizing, and analyzing human neurophysiological data including MEG, EEG, sEEG, ECoG . Implements all functionality of MNE Matlab tools in Python and extends capabilities of MNE Matlab tools to, e.g., frequency-domain and time-frequency analyses and non-parametric statistics.

Proper citation: MNE software (RRID:SCR_005972) Copy   

•   Source: SciCrunch Registry

https://github.com/automaticanalysis/automaticanalysis

Integration framework for major open source packages in neuroimaging including SPM, FSL, FreeSurfer, EEGLAB, and Fieldtrip. Efficient neuroimaging workflows and parallel processing using Matlab and XML. Addresses challenges of processing multimodal datasets, like combining anatomy, functional MRI, diffusion, and EEG, to yield integrated views of brain. Allows to design, execute, and share pipelines utilizing multiple open source packages. Supports parallelized execution to address challenges of large cohort studies and provides quality control offering group statistics and reporting facilities to help identify outlier subjects and erroneous processing steps.

Proper citation: Automatic Analysis (RRID:SCR_003560) Copy   

•   Source: SciCrunch Registry

http://www.loni.usc.edu/Software/MultiPhase-SEG

A segmentation software that employs the implementation of the active contours without edges level set based segmentation model. Its features include: segmentation of three-dimensional brain volumes into two or more regions (for example, regions could be WM, GM, and CSF), visualization of surfaces representing boundaries of different brain regions, and being written in Matlab with the ability to run on any platform with Matlab installed.

Proper citation: MultiPhase-SEG (RRID:SCR_008275) Copy   

•   Source: SciCrunch Registry

http://www.cma.mgh.harvard.edu/iatr/display.php?spec=id&ids=107

THIS RESOURCE IS NO LONGER IN SERVICE. Documented on June 6,2023. EMMA (Extensible MATLAB Medical image Analysis) is a toolkit designed to ease the use of MATLAB in the analysis of medical imaging data. It provides functions for reading and writing MINC files, viewing images, performing ROI operations, and performing several popular analyses. Also, there are toolkits for performing kinetic analysis of dynamic PET rCBF (regional cerebral blood flow) and FDG data. The goal for this site is to provide a centrally available listing of all image analysis tools that are available to the neuroscience community in order to facilitate the development, identification, and sharing of tools that are of use to the general community.

Proper citation: Extensible MATLAB Medical image Analysis (RRID:SCR_013499) Copy   

•   Source: SciCrunch Registry

http://www.nitrc.org/projects/gazereader/

A toolbox for a point-process derived GLM analysis of eye tracking data in Matlab. Data loading, model specification, fitting and review are organized into a sequence of events, each of which is handled by a separate module in the toolbox. The graphical interface was created using the Matlab graphical user interface development environment.

Proper citation: GazeReader (RRID:SCR_014112) Copy   

•   Source: SciCrunch Registry

http://www.nitrc.org/projects/graphvar/

A user-friendly graphical-user-interface (GUI)-based toolbox (MATLAB) for comprehensive graph-theoretical analyses of brain connectivity, including network construction and characterization, statistical analysis on network topological measures, and interactive exploration of results.

Proper citation: GraphVar: A toolbox for comprehensive graph analyses of functional brain connectivity (RRID:SCR_014117) Copy   

•   Source: SciCrunch Registry

http://www.cse-lab.ethz.ch/index.php?&option=com_content&view=article&id=363

Software tool for automated analysis of monolayer wound healing assays. Available as a stand alone application for Macintosh and Windows and as a source code. Offers a graphical user interface for inspection of analysis results and manual modification of analysis parameters., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: Tscratch (RRID:SCR_014282) Copy   

•   Source: SciCrunch Registry

http://cosmomvpa.org

A multi-modal multivariate pattern analysis of neuroimaging data in Matlab / GNU Octave. Links to examples, exercises, and information for developers are available on the main page.

Proper citation: CoSMoMVPA (RRID:SCR_014519) Copy   

•   Source: SciCrunch Registry

http://www.nitrc.org/projects/mricros

A Matlab-based tool for computational neuroscience-based analysis and data visualization. Its features include: surface mesh visualization in PLY, PIAL, NV, STL,VTK, and GIFTI formats; conversion of NIfTI voxel images to surface meshes and saving as PLY or VTK; track (TRK files) visualization; connectome data (BrainNet Viewer .node and .edge files) visualization; intuitive GUI; that availability of all functions available in the GUI through scripting (automated scripts can be created); and exporting of rendered image as bitmap.

Proper citation: MRIcroS (RRID:SCR_014142) Copy   

•   Source: SciCrunch Registry

http://www.nitrc.org/projects/gimme/

Software Matlab toolbox for directed functional connectivity analysis of fMRI BOLD signal from predefined regions of interest. It recovers true structure of connections and estimates weights attributed to each connection. Obtains patterns at group and individual levels.

Proper citation: GIMME (RRID:SCR_014115) Copy   

•   Source: SciCrunch Registry

http://web.stanford.edu/group/vista/cgi-bin/wiki/index.php/MrDiffusion

Software package for diffusion imaging analysis and visualization. Module of Vistasoft for processing diffusion weighted data and measuring and visualizing fractional anisotropy, mean diffusivity, axial and radial diffusivity, RGB fiber direction maps and analysis of MRI data., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: MrDiffusion (RRID:SCR_016567) Copy   

•   Source: SciCrunch Registry

http://www.uimcimes.es/contenidos/golink?p=1

Software toolbox for Statistical Parametric Mapping (SPM) to fit reference-region kinetic models (SRTM, SRTM2, Patlak Reference and Logan Reference Plot) are currently available in QModeling to dynamic PET studies. Used for the analysis of brain imaging data sequences.

Proper citation: QModeling (RRID:SCR_016358) Copy   

•   Source: SciCrunch Registry

http://brainarchitecture.org/allen-atlas-brain-toolbox

Software Matlab toolbox for quantitative analysis of digitized brain wide gene expression data from Allen Atlas of adult mouse brain.

Proper citation: Brain Gene Expression Analysis toolbox (RRID:SCR_017438) Copy   

•   Source: SciCrunch Registry

http://www.nisox.org/Software/SwE/

Software tool as SPM extension for longitudinal and repeated measures data. Modelling of longitudinal and repeated measures neuroimaging data.Implemented as Matlab toolbox for SPM8 or SPM12.

Proper citation: Sandwich Estimator Toolbox (RRID:SCR_019279) Copy   

•   Source: SciCrunch Registry

https://github.com/lrq3000/auto_acpc_reorient/

Software tool as cross platform automatic AC-PC realignment,reorientation and coregistration robust to brain damage, using template matching in SPM12. Provides two new tools auto_acpc_reorient and auto_acpc_coreg using toolbox Statistical Parametric Mapping 12 to reorient and coregister structural, functional and other modalities of MRI volumetric brain images.

Proper citation: auto_acpc_reorient (RRID:SCR_018308) Copy   

•   Source: SciCrunch Registry