BruntonUWBio's repositories
plumetracknets
Supplementary data and code accompanying: https://arxiv.org/abs/2109.12434
HTNet_generalized_decoding
ECoG/EEG neural network decoder that can generalize to unseen participants and recording modalities. Replicates our published results: https://doi.org/10.1088/1741-2552/abda0b.
mining2021
Code to accompany: https://arxiv.org/abs/2001.08349
AJILE-tools
Code for interfacing with the AJILE dataset
FaceMapper
Face annotation tool and associated scripts for neural network training
OpenFaceScripts
Scripts to facilitate running OpenFace
OpenMindv2
New approach at tackling ECog emotion recognition
structured-random-features
Structured random receptive fields enable informative sensory encodings
NaturalisticNeuralManifolds
Code for running the analyses in "Neural Manifolds of Human Intracranial Recordings During Naturalistic Arm Movements" by Z. Steine-Hanson, R. Rao and B. Brunton
OpenFace
OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.