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1
Simulate a Microcontroller With the help of
Brain Wave Patterns To Trigger a Specific
Course of Action is done by BCI process.
A brain-computer interface (BCI), sometimes
Called a Direct neural interface or a brain-
machine interface, is a direct communication
pathway between a human and an external
device
 For these purpose , A
Electroencephalograph is chosen for
measuring the impedance of the brain waves
there by generating a EEG graph.
By Analyzing these EEG graph And Trigger a
specific course of action on a microcontroller
circuit.
2
 By conducting experiments,
we found out that simple
activities like blinking of eye,
movement of legs, and
movement of arms produced a
specific wave in the brain. The
peaks in the waveform denote
the action, there by triggering
the course of action.
 In the long run, the triggering
could be used in highly
complicated circuits like an
advanced security system.
3
4
5
6
7
8
9
10
11
12
13
14
15
16
Delta Wave Theta wave
Alpha wave Mu wave
Beta wave Gamma waves
17
18
19
20
An Example of Playing an Game 21
Controlling a wheel chair
22
23
24
25
Jens Naumann, a man with
acquired blindness, being
interviewed about his
vision BCI on CBS's The
Early Show
26
User has a EEG cap on. By thinking about left and right
hand movement the user controls the virtual keyboard with
her brain activity.
Virtual Keyboards
27
Advantages of processing EEG
signal using µC
• Reduce power consumption
• Reduce system implementation cost
• Reduce space
• Reduce maintenance
28
Brain to Microcontroller
Interfacing
EEG acquisition
Filtering
Amplification
ADC
&
Sampling
Processing
29
Circuit Diagram
30
31
Interface
• Begins at surface electrode location
• Each electrode is attached to skin
• Electrode material will not interact
chemically with skin
• Reference electrode voltage is subtracted
from signal electrode
32
Filter
• Situated Between interface and
Amplifier
• Notch filter and LPF
• Passive filters
• Notch filter remove 60Hz supply
noise
• LPF remove signals above 50Hz
33
Amplification
• Zero trim remove dc offset
• Applied to signal amplifier
• Gain can be adjusted
• o/p will not exceed ADC I/P range
• Removing dc offset
34
Signal Processing
• Signal is applied to ADC
channel’s of µC
• small conversion time
• Conversion : CH1,CH2…..CH8
• Data send to µC2
• µC2 store it to flash drive and
compare with look up table.
• Control the output pins 35
Sampling
• Done by µC
• Nyquest sampling
Fs ≥ 2Fm
Fm= 50 Hz
• Fs must be ≥ 100 Hz
• Usually 1 KHz and above is
used
36
Requirements of Op-Amp
• High input impedance (> 10 MΩ)
• Gain > 100
• High CMMR (> 100 dB)
• Low offset voltage (mV)
• Very small bias current (nA)
• Operating voltage ±5
37
Requirements of µC
• Speed - 25MHz
• Memory – 2kB RAM & 32kB ROM
• 8-channel ADC with 8 or 10 bit
resolution
• Serial communication ports
(SPI,USART,I2C)
38
File format for 8 bit ADC sample
d1 d2 d3 d4 d5 d6 d7 d8 t1
d1-d8 represent the sampled byte from each channel
t1 represents the triggering and control bits
39
With The Help of Brain Wave
Patterns We Could Trigger A
Specific Course of Action And
Hence Successfully Simulate A
Microcontroller
40
CONCLUSION
41
42
ANY DOUBTS..!!!
43

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Brain computer interface

  • 1. 1
  • 2. Simulate a Microcontroller With the help of Brain Wave Patterns To Trigger a Specific Course of Action is done by BCI process. A brain-computer interface (BCI), sometimes Called a Direct neural interface or a brain- machine interface, is a direct communication pathway between a human and an external device  For these purpose , A Electroencephalograph is chosen for measuring the impedance of the brain waves there by generating a EEG graph. By Analyzing these EEG graph And Trigger a specific course of action on a microcontroller circuit. 2
  • 3.  By conducting experiments, we found out that simple activities like blinking of eye, movement of legs, and movement of arms produced a specific wave in the brain. The peaks in the waveform denote the action, there by triggering the course of action.  In the long run, the triggering could be used in highly complicated circuits like an advanced security system. 3
  • 4. 4
  • 5. 5
  • 6. 6
  • 7. 7
  • 8. 8
  • 9. 9
  • 10. 10
  • 11. 11
  • 12. 12
  • 13. 13
  • 14. 14
  • 15. 15
  • 16. 16
  • 17. Delta Wave Theta wave Alpha wave Mu wave Beta wave Gamma waves 17
  • 18. 18
  • 19. 19
  • 20. 20
  • 21. An Example of Playing an Game 21
  • 23. 23
  • 24. 24
  • 25. 25
  • 26. Jens Naumann, a man with acquired blindness, being interviewed about his vision BCI on CBS's The Early Show 26
  • 27. User has a EEG cap on. By thinking about left and right hand movement the user controls the virtual keyboard with her brain activity. Virtual Keyboards 27
  • 28. Advantages of processing EEG signal using µC • Reduce power consumption • Reduce system implementation cost • Reduce space • Reduce maintenance 28
  • 29. Brain to Microcontroller Interfacing EEG acquisition Filtering Amplification ADC & Sampling Processing 29
  • 31. 31
  • 32. Interface • Begins at surface electrode location • Each electrode is attached to skin • Electrode material will not interact chemically with skin • Reference electrode voltage is subtracted from signal electrode 32
  • 33. Filter • Situated Between interface and Amplifier • Notch filter and LPF • Passive filters • Notch filter remove 60Hz supply noise • LPF remove signals above 50Hz 33
  • 34. Amplification • Zero trim remove dc offset • Applied to signal amplifier • Gain can be adjusted • o/p will not exceed ADC I/P range • Removing dc offset 34
  • 35. Signal Processing • Signal is applied to ADC channel’s of µC • small conversion time • Conversion : CH1,CH2…..CH8 • Data send to µC2 • µC2 store it to flash drive and compare with look up table. • Control the output pins 35
  • 36. Sampling • Done by µC • Nyquest sampling Fs ≥ 2Fm Fm= 50 Hz • Fs must be ≥ 100 Hz • Usually 1 KHz and above is used 36
  • 37. Requirements of Op-Amp • High input impedance (> 10 MΩ) • Gain > 100 • High CMMR (> 100 dB) • Low offset voltage (mV) • Very small bias current (nA) • Operating voltage ±5 37
  • 38. Requirements of µC • Speed - 25MHz • Memory – 2kB RAM & 32kB ROM • 8-channel ADC with 8 or 10 bit resolution • Serial communication ports (SPI,USART,I2C) 38
  • 39. File format for 8 bit ADC sample d1 d2 d3 d4 d5 d6 d7 d8 t1 d1-d8 represent the sampled byte from each channel t1 represents the triggering and control bits 39
  • 40. With The Help of Brain Wave Patterns We Could Trigger A Specific Course of Action And Hence Successfully Simulate A Microcontroller 40 CONCLUSION
  • 41. 41
  • 43. 43