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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
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License
BSD LicenseOther Useful Business Software
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