Download
mTRF-Toolbox is a MATLAB package for modelling multivariate stimulus-response data, suitable for neurophysiological data such as MEG, EEG, sEEG, ECoG and EMG. It can be used to model the functional relationship between neuronal populations and dynamic sensory inputs such as natural scenes and sounds, or build neural decoders for reconstructing stimulus features and developing real-time applications such as brain-computer interfaces (BCIs).
Toolbox Paper: http://dx.doi.org/10.3389/fnhum.2016.00604
Methods Paper: https://doi.org/10.3389/fnins.2021.705621
Features
- Forward/backward modelling
- Efficient nested cross-validation
- Decoder-encoder transformation
- Single-lag analysis
- Attention decoder optimization
- Multisensory additive model framework
Project Samples
License
BSD LicenseOther Useful Business Software
Auth0 for AI Agents now in GA
Connect your AI agents to apps and data more securely, give users control over the actions AI agents can perform and the data they can access, and enable human confirmation for critical agent actions.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of mTRF-Toolbox!
