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www.biopac.com
BIOPAC—Inspiring people and enabling discovery about life
© BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015
2
www.biopac.com
BIOPAC—Inspiring people and enabling discovery about life
© BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015
2
www.biopac.com
BIOPAC—Inspiring people and enabling discovery about life
© BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015
3
www.biopac.com
BIOPAC—Inspiring people and enabling discovery about life
© BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015
3
THE WORLD DISCOVERS
WITH BIOPAC
Solutions for life science research and education
Over 99% of top universities run BIOPAC Systems
www.biopac.com
BIOPAC—Inspiring people and enabling discovery about life
© BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015
4
www.biopac.com
BIOPAC—Inspiring people and enabling discovery about life
© BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015
4
THE WORLD DISCOVERS
WITH BIOPAC
BIOPAC systems cited over
48,000 times
www.biopac.com
BIOPAC—Inspiring people and enabling discovery about life
© BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015
5
BIOPAC Recording Platforms
Applicable to over 40 research fields
 Cardiovascular and
Circulatory Systems
 Respiratory and
Pulmonary Function
 Muscular Function
 Nerve Conduction
 Autonomic Nervous
System
 Exercise physiology and
Biomechanics
 Neurophysiology
www.biopac.com
BIOPAC—Inspiring people and enabling discovery about life
© BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015
6
Learning outcomes:
• Introduction to ERPs
• Theory and guidelines for recording ERPs
• How to record great ERPs data
• How to use the BIOPAC Stimulus Presentation
(BSP) utility (AcqKnowledge®) to create
stimulus delivery paradigms
• How to record ERP-fNIRS response to oddball
paradigm task (P300) in real and virtual world
• How to prepare data for analysis
• Workflow Automation Tools
Evoked Potentials Part 2:
Event-related or Endogenous Evoked Potentials (ERP)
www.biopac.com
BIOPAC—Inspiring people and enabling discovery about life
© BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015
7
• Nyquist/ Sampling Theorem: Signal: 0 to fN; Minimum sampling frequency 2fN,
(fN/ Nyquist frequency); Sampling at a frequency lower than twice the Nyquist
frequency produces aliasing (distortion of the signal)
• ADC: Quantization and sampling (Interval/ frequency)
• Differential input amplifies the difference in potential presented at its two
inputs (active and reference), while rejecting any signal common to both
inputs
• Common mode rejection ratio (CMRR): An amplifier's ability to reject
common signals
• SNR for a random signals is √n, where n is the number of epochs averaged;
SNR of 20 requires averaging 400 epochs
ERP: Basic concepts
Spehlmann, 1985
www.biopac.com
BIOPAC—Inspiring people and enabling discovery about life
© BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015
8
• P300 is generated when there is a match between bottom-up sensory inputs and top-down
expectancies
• Latency is about 300 ms in simple auditory tasks to more than 700 ms in complex visual tasks
• P300 not a unitary phenomenon
• Neural generators: Hippocampus, temporal, parietal and frontal lobes
• Higher level processing that involves selective attention, memory updating, semantic
comprehension etc.
• P300 reflects stimulus evaluation time rather than response selection
• Latencies of ERP components track the time course of processing activity in milliseconds,
whereas their amplitudes indicate the extent of allocation of neural resources
• P300 amplitude varies as a function of stimulus probability (both objective and subjective),
certainty of the subject about the response, the amount of information transmitted by a
stimulus, among others
Event related evoked potentials
IFCN Guidelines
www.biopac.com
BIOPAC—Inspiring people and enabling discovery about life
© BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015
9
Audio demonstration
Auditory oddball paradigm
Oddball paradigm animation
Target Target
www.biopac.com
BIOPAC—Inspiring people and enabling discovery about life
© BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015
10
Event related evoked potentials
www.biopac.com
BIOPAC—Inspiring people and enabling discovery about life
© BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015
11
Analysis of ERPs
Auditory oddball paradigm

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EPs.pptx

  • 1. 1
  • 2. www.biopac.com BIOPAC—Inspiring people and enabling discovery about life © BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015 2 www.biopac.com BIOPAC—Inspiring people and enabling discovery about life © BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015 2
  • 3. www.biopac.com BIOPAC—Inspiring people and enabling discovery about life © BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015 3 www.biopac.com BIOPAC—Inspiring people and enabling discovery about life © BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015 3 THE WORLD DISCOVERS WITH BIOPAC Solutions for life science research and education Over 99% of top universities run BIOPAC Systems
  • 4. www.biopac.com BIOPAC—Inspiring people and enabling discovery about life © BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015 4 www.biopac.com BIOPAC—Inspiring people and enabling discovery about life © BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015 4 THE WORLD DISCOVERS WITH BIOPAC BIOPAC systems cited over 48,000 times
  • 5. www.biopac.com BIOPAC—Inspiring people and enabling discovery about life © BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015 5 BIOPAC Recording Platforms Applicable to over 40 research fields  Cardiovascular and Circulatory Systems  Respiratory and Pulmonary Function  Muscular Function  Nerve Conduction  Autonomic Nervous System  Exercise physiology and Biomechanics  Neurophysiology
  • 6. www.biopac.com BIOPAC—Inspiring people and enabling discovery about life © BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015 6 Learning outcomes: • Introduction to ERPs • Theory and guidelines for recording ERPs • How to record great ERPs data • How to use the BIOPAC Stimulus Presentation (BSP) utility (AcqKnowledge®) to create stimulus delivery paradigms • How to record ERP-fNIRS response to oddball paradigm task (P300) in real and virtual world • How to prepare data for analysis • Workflow Automation Tools Evoked Potentials Part 2: Event-related or Endogenous Evoked Potentials (ERP)
  • 7. www.biopac.com BIOPAC—Inspiring people and enabling discovery about life © BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015 7 • Nyquist/ Sampling Theorem: Signal: 0 to fN; Minimum sampling frequency 2fN, (fN/ Nyquist frequency); Sampling at a frequency lower than twice the Nyquist frequency produces aliasing (distortion of the signal) • ADC: Quantization and sampling (Interval/ frequency) • Differential input amplifies the difference in potential presented at its two inputs (active and reference), while rejecting any signal common to both inputs • Common mode rejection ratio (CMRR): An amplifier's ability to reject common signals • SNR for a random signals is √n, where n is the number of epochs averaged; SNR of 20 requires averaging 400 epochs ERP: Basic concepts Spehlmann, 1985
  • 8. www.biopac.com BIOPAC—Inspiring people and enabling discovery about life © BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015 8 • P300 is generated when there is a match between bottom-up sensory inputs and top-down expectancies • Latency is about 300 ms in simple auditory tasks to more than 700 ms in complex visual tasks • P300 not a unitary phenomenon • Neural generators: Hippocampus, temporal, parietal and frontal lobes • Higher level processing that involves selective attention, memory updating, semantic comprehension etc. • P300 reflects stimulus evaluation time rather than response selection • Latencies of ERP components track the time course of processing activity in milliseconds, whereas their amplitudes indicate the extent of allocation of neural resources • P300 amplitude varies as a function of stimulus probability (both objective and subjective), certainty of the subject about the response, the amount of information transmitted by a stimulus, among others Event related evoked potentials IFCN Guidelines
  • 9. www.biopac.com BIOPAC—Inspiring people and enabling discovery about life © BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015 9 Audio demonstration Auditory oddball paradigm Oddball paradigm animation Target Target
  • 10. www.biopac.com BIOPAC—Inspiring people and enabling discovery about life © BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015 10 Event related evoked potentials
  • 11. www.biopac.com BIOPAC—Inspiring people and enabling discovery about life © BIOPAC Systems, Inc. 2023 Registered to ISO 9001:2015 11 Analysis of ERPs Auditory oddball paradigm