Simultaneously Spatiospectral Pattern Learning and Contaminated Trial Pruning for Electroencephalography-Based Brain Computer Interface
Abstract Electroencephalography (EEG)-based brain computer interfaces (BCIs) translate motor imagery…
BMI History
Basic knowledge you must know
腦機介面 (Brain-Computer Interface) 專題 (上)
腦機介面 (Brain-Computer Interface) 專題 (下)
Our Progress in BMI
1
%
Brain area
Brain area we have already explored.
1
Spike count
Accumulated spike count we have recorded.
1
TB
Data storage
The data size we have save in our storage.
Inhibition of Long-Term Variability in Decoding Forelimb Trajectory Using Evolutionary Neural Networks With Error-Correction Learning
Objective: In brain machine interfaces (BMIs), the functional mapping between neural activities…
Enhancement of Hippocampal Spatial Decoding Using a Dynamic Q-Learning Method with a Relative Reward Using Theta Phase Precession
Hippocampal place cells and interneurons in mammals have stable place fields and theta phase precess…
Neural Decoding Forelimb Trajectory Using Evolutionary Neural Networks with Feedback-Error-Learning Schemes
Changes in the functional mapping between neural activities and kinematic parameters over time poses…
Decreased power but preserved bursting features of subthalamic neuronal signals in advanced Parkinson’s patients under controlled desflurane inhalation anesthesia
Deep brain stimulation (DBS) surgery of the subthalamic nucleus (STN) under general anesthesia (GA) …
A proof-of-principle simulation for closed-loop control based on preexisting experimental thalamic DBS-enhanced instrumental learning
Abstract Deep brain stimulation (DBS) has been applied as an effective therapy for treating Parkinso…
A Sliced Inverse Regression (SIR) Decoding the Forelimb Movement from Neuronal Spikes in the Rat Motor Cortex
Abstract Several neural decoding algorithms have successfully converted brain signals into commands …
Our Main Topics in BMI
The pioneer study we have published
Motor Decoding
forelimb prediction for paralyzed recovery
Deep Brain Stimulation (DBS)
DBS modulation for brain function
Spatial Navigation
Spatial learning and memory recall
Sensory Feedback
rehabilitation exoskeleton robotics with BMI