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Published byJonathan Burke Modified over 8 years ago
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Brain Computer Interface
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Outlines What is BCI? How does it work? Brain Wave Control Simple introduction of the brain Data Acquisition Apps Drawbacks & Future Q&A
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What is BCI?
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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
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How does it work? Signal Acquisition Signal Processing Devices
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Brain Wave Control
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Active ◦ α (8 – 12 Hz): relaxed/reflecting ◦ β (12 – 30 Hz): alert/working - Training - Misjudgment
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Brain Wave Control Passive ◦ Evoked potentials
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Brain Wave Control Passive ◦ Evoked potentials
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Brain Wave Control Passive ◦ Evoked potentials
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Simple introduction of the brain Focus on cortex
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Cerebral cortex Cerebellum Midbrain
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Structure of the cortex
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Cortex
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Primary Somatosensory Cortex Primary Motor Cortex Motor Association Cortex
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Sensory Association Area Visual Association Area Visual Cortex Wernicke's Area
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Prefrontal Cortex Speech Center (Broca‘s Area) Auditory Cortex Auditory Association Area
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Data Acquisition
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Invasive BCIs Non-Invasive BCIs Partially-Invasive BCIs Wireless BCIs
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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
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Electrode Arrays
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App.- Artificial Vision 4X4 16 pixels 8X8 64 pixels 12X12 144 pixels 16X16 256 pixels 32X32 1024 pixels 128X128 16384 pixels
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Non-Invasive BCIs poor signal resolution power muscle implants and restore partial movement Interfaces ◦ EEG ◦ MEG ◦ MRI
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MEG Magnetoencephalography Magnetic Field: 10 -15 T ~10 -13 T (Weak!!) ◦ S.Q.U.I.D. Sensors ◦ Shielded Room
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Magnetic Field
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Partially-Invasive BCIs Implanted: skull lower risk of forming scar-tissue in the brain Signal quality between invasive BCIs & non-invasive BCIs
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Wireless BCIs More practical Embedding multiple chips ◦ More complicated thoughts Transmission with RF key requirement: keep the heat down
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Wireless BCIs Size: 2cm in diameter 、 8cm thick Low cost Receive Distance: 10m ~ 50m
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Examples of BCI
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Rats implanted with BCIs in Theodore Berger’s experiments
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Monkey operating a robotic arm with BCIs
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arrangments P300->300ms
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Disadvantages Headache Exhausting Laziness Degenerate
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Future Integrate with different territory From lab to factory Nursing and medical treatment
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Q&A
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