Efficient decoding of large-scale neural population responses with Gaussian-process multiclass regression
C. Daniel Greenidge, Benjamin Scholl, Jacob L. Yates, Jonathan W. Pillow
This paper introduces a Gaussian process multi-class decoder (GPMD) for neural decoding, achieving state-of-the-art accuracy across species and demonstrating the importance of correlation structure.
Neural Computation · Dec 15, 2023Peer-reviewedNeuroscience