Brain Computer Interface
Outlines What is BCI? How does it work? Brain Wave Control Simple introduction of the brain Data Acquisition Apps Drawbacks & Future Q&A
What is BCI?
Brain -Computer Interface - Direct Neural Interface or Brain-Machine Interface Direct communication pathway between a brain and an external device. Research on BCIs began in the 1970s at the University of California Los Angeles
How does it work? Signal Acquisition Signal Processing Devices
Brain Wave Control
Active ◦ α (8 – 12 Hz): relaxed/reflecting ◦ β (12 – 30 Hz): alert/working - Training - Misjudgment
Brain Wave Control Passive ◦ Evoked potentials
Brain Wave Control Passive ◦ Evoked potentials
Brain Wave Control Passive ◦ Evoked potentials
Simple introduction of the brain Focus on cortex
Cerebral cortex Cerebellum Midbrain
Structure of the cortex
Cortex
Primary Somatosensory Cortex Primary Motor Cortex Motor Association Cortex
Sensory Association Area Visual Association Area Visual Cortex Wernicke's Area
Prefrontal Cortex Speech Center (Broca‘s Area) Auditory Cortex Auditory Association Area
Data Acquisition
Invasive BCIs Non-Invasive BCIs Partially-Invasive BCIs Wireless BCIs
Invasive BCIs Implanted: grey matter Signals: highest quality Scar-tissue build-up Target: ◦ repairing damaged sight ◦ providing new functionality to persons with paralysis Artificial Vision System
Electrode Arrays
App.- Artificial Vision 4X4 16 pixels 8X8 64 pixels 12X pixels 16X pixels 32X pixels 128X pixels
Non-Invasive BCIs poor signal resolution power muscle implants and restore partial movement Interfaces ◦ EEG ◦ MEG ◦ MRI
MEG Magnetoencephalography Magnetic Field: T ~ T (Weak!!) ◦ S.Q.U.I.D. Sensors ◦ Shielded Room
Magnetic Field
Partially-Invasive BCIs Implanted: skull lower risk of forming scar-tissue in the brain Signal quality between invasive BCIs & non-invasive BCIs
Wireless BCIs More practical Embedding multiple chips ◦ More complicated thoughts Transmission with RF key requirement: keep the heat down
Wireless BCIs Size: 2cm in diameter 、 8cm thick Low cost Receive Distance: 10m ~ 50m
Examples of BCI
Rats implanted with BCIs in Theodore Berger’s experiments
Monkey operating a robotic arm with BCIs
arrangments P300->300ms
Disadvantages Headache Exhausting Laziness Degenerate
Future Integrate with different territory From lab to factory Nursing and medical treatment
Q&A