BCI & Neural Decoding

Hub for all 263 topic notes tagged with BCI and neural decoding keywords. Browse by category below.

Brain-Computer Interfaces

• Hierarchic-EEG2Text: EEG-to-text decoding
• Motor imagery EEG-based BCI
• RSVP paradigm in EEG-based BCI for target detection
• HMI
• BCI cursor control via EEG
• BCI spelling with P300
• BCI SSVEP and visual attention
• BCI communication for ALS patients
• BCI closed-loop rehabilitation
• BCI shared control with robotics
• BCI motor cortex and Utah array
• Intracortical BCI speech decoding
• Non-invasive BCI review
• Invasive BCI comparison
• BCI clinical trials review
• BCI performance metrics
• BCI user training and adaptation
• BCI mental fatigue and performance
• BCI wheelchair control via EEG
• BCI drone control via EEG

Neural Decoding

• Lightweight AI decoding of macaque visual cortex
• Neural decoding movement intention
• Neural decoding speech from cortex
• Neural decoding cognitive state
• Neural decoding emotion and affective state
• Neural decoding visual imagery
• Neural decoding memory in hippocampus
• Neural decoding pain perception
• Neural decoding attention and target detection
• Neural decoding sleep stage
• Neural population code review
• Dimensionality reduction for neural data
• Neural manifold in motor cortex
• Population vector coding
• Demixed principal components analysis

Motor Imagery

• Motor imagery EEG-based BCI
• Motor imagery spatial filter and CSP
• Motor imagery deep learning classification
• Motor imagery transfer learning
• Motor imagery cross-session adaptation
• Motor imagery mental rehearsal
• Motor imagery stroke rehabilitation
• Motor imagery amputee phantom limb
• Motor imagery pediatric BCI
• Motor imagery hybrid EEG-EMG

Speech Decoding

• Intracortical BCI speech decoding
• Neural decoding speech from cortex
• Speech BCI and neural handwriting decoding
• ECoG speech decoding high-gamma
• Speech synthesis from neural signals
• Imagined speech EEG decoding
• Speech decoding transformer architecture
• Speech BCI paralysis communication
• Silent speech interface via EMG
• Speech BCI real-world deployment

Invasive BCI Systems

• Neuralink overview and technology
• Synchron Stentrode BCI
• Blackrock Neurotech Utah array
• Precision Neuroscience Layer 7 cortical interface
• Paradromics intracortical broadband
• BCI motor cortex and Utah array
• Utah array chronic recording stability
• Neuropixels large-scale neural recording
• Flexible electrode chronic implant
• iBCI funding crossed $1B (2025)

Non-Invasive BCI Systems

• Non-invasive BCI review
• BCI SSVEP and visual attention
• BCI spelling with P300
• BCI cursor control via EEG
• BCI wheelchair control via EEG
• fNIRS BCI motor imagery
• MEG BCI mental imagery
• Hybrid BCI EEG and EMG
• Passive BCI monitoring
• Consumer BCI headset comparison

Algorithms & Methods

• Neural decoding movement intention
• Dimensionality reduction for neural data
• Neural manifold in motor cortex
• Kalman filter for BCI
• Point process neural decoding
• Population vector coding
• Deep learning neural decoding
• Transformer models for BCI EEG
• Graph neural network for EEG
• Transfer learning for BCI
• Domain adaptation for BCI
• Recurrent neural network decoding
• Variational autoencoder for neural data
• Diffusion model brain decoding
• Foundation model for EEG