Exploring Synergies in Brain-Machine Interfaces: Compression vs. Performance
Luis Hernan Cubillos, Madison M. Kelberman, Matthew J. Mender…·Chandramouli Krishnan
This study evaluates if brain and muscle synergies improve decoding performance in implanted brain-machine interfaces (iBMIs) using dimensionality reduction techniques, finding that they do not enhance performance or generalization.