We filed a ton of patents for technology supporting our work on advanced diagnostics and monitoring for mental health including filings on the earliest known use of transformer architectures for electrophsiological representation learning.
Latent Factor Structuring of Psychopathology
De-noising task-specific electroencephalogram signals using neural networks
Processing time-frequency representations of EEG data using neural networks
Processing EEG data with twin neural networks
Attention encoding stack in EEG trial aggregation
Attention encoding stack in aggregation of data
EEG signal representations using auto-encoders
Resampling EEG trial data
Processing time-domain and frequency-domain representations of EEG data