Fully portable and wireless universal brain-machine interfaces enabled by flexible scalp electronics and deep learning algorithm.
Musa MahmoodDeogratias MzurikwaoYun-Soung KimYongkuk LeeSaswat MishraRobert HerbertAudrey DuarteChee Siang AngWoon-Hong YeoPublished in: Nat. Mach. Intell. (2019)
Keyphrases
- learning algorithm
- lightweight
- eeg data
- portable devices
- eeg signals
- personal digital assistants
- wireless networks
- machine learning
- human brain
- active learning
- reinforcement learning
- wireless communication
- mobile devices
- supervised learning
- training data
- machine learning algorithms
- transcranial magnetic stimulation
- manufacturing cell
- batch processing
- deep learning
- learning machines
- learning process
- training examples
- brain images
- brain tissue
- user interface
- mobile users
- neural network
- turing machine
- electrical activity
- training samples
- semi supervised