SlideShare a Scribd company logo
1 of 8
Download to read offline
s1140184
Kenshi Hiramatsu
   Introduction
    ◦ Background
    ◦ Previous study
    ◦ Aim
   Method
    ◦ Wavelet transform
   Experiment
    ◦ Protocol
    ◦ Task
    ◦ NASA-TLX
   Present work
   Schedule
   References
   A wide range of stress
     Physical stress, mental stress, Job stress …




If we can evaluate stress precisely, we prevent
 human errors.
   EOG, EEG, ECG, GSR, RR… these are used to
    evaluate stress in other laboratory.

    EOG : electro oculogram
    GSR : galvanic skin reflex
    RR : respiration rate
   Atsuo Murata, Hiroshima City University,
    evaluate mental work load using wavelet
    transform of EEG. [1]
   The effect of mental stress on heart rate
    variability and blood pressure during
    computer work [2]
   12 single capital letters (A-L)
   randomly selected at eight points on the
    display
   the identity of the letter and its position
    varied randomly from trial to trail

Three levels of task
Low: compare one trial ago
Moderate: compare two trials ago
High: compare three trials ago
[1] Atsuo Murata
  “An Attempt to Evaluate Mental Workload Using
  Wavelet Transform of EEG”, Human Factors, Fall 2005
[2] Nis Hjortskov, Dag Rissen, Anne Katrine Blangsted,
  Nils Fallentin, Ulf Lundberg, Karen Sogaard
  “The effect of mental stress on heart rate variability
  and blood pressure during computer work”, Eur J
  Appl Physiol (2004)
[3]Kenichi Takano, Kenji Yoshino, Akihiko Nagasaka
  “Basic research on measurement of mental work load
  utilizing physiological information”, Japanese journal
  of industrial health 32(2) pp.105-117 19900320

More Related Content

Similar to Ex06

Murphy_ERPfamiliarity
Murphy_ERPfamiliarityMurphy_ERPfamiliarity
Murphy_ERPfamiliarity
Tom Murphy
 
Data analysis by using machine
Data analysis by using machineData analysis by using machine
Data analysis by using machine
ijcsa
 
Beta EEG increased during tDCS
Beta EEG increased during tDCSBeta EEG increased during tDCS
Beta EEG increased during tDCS
Kyongsik Yun
 
POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...
POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...
POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...
ijbesjournal
 
Koldijk et. al - 2018 - Detecting Work Stress.pdf
Koldijk et. al - 2018 - Detecting Work Stress.pdfKoldijk et. al - 2018 - Detecting Work Stress.pdf
Koldijk et. al - 2018 - Detecting Work Stress.pdf
erosslo
 
A review of eeg recording techniques
A review of eeg recording techniquesA review of eeg recording techniques
A review of eeg recording techniques
iaemedu
 
Kate Toland - Poster Neuro Conference Sept 2015 MK
Kate Toland - Poster Neuro Conference Sept 2015 MKKate Toland - Poster Neuro Conference Sept 2015 MK
Kate Toland - Poster Neuro Conference Sept 2015 MK
Kate Toland
 
Review:Wavelet transform based electroencephalogram methods
Review:Wavelet transform based electroencephalogram methodsReview:Wavelet transform based electroencephalogram methods
Review:Wavelet transform based electroencephalogram methods
ijtsrd
 

Similar to Ex06 (20)

Murphy_ERPfamiliarity
Murphy_ERPfamiliarityMurphy_ERPfamiliarity
Murphy_ERPfamiliarity
 
مشروع الانظمة العلاجية
مشروع الانظمة العلاجيةمشروع الانظمة العلاجية
مشروع الانظمة العلاجية
 
Data analysis by using machine
Data analysis by using machineData analysis by using machine
Data analysis by using machine
 
Beta EEG increased during tDCS
Beta EEG increased during tDCSBeta EEG increased during tDCS
Beta EEG increased during tDCS
 
Mental Strain while Driving on a Driving-Simulator: Potential Effect on Centr...
Mental Strain while Driving on a Driving-Simulator: Potential Effect on Centr...Mental Strain while Driving on a Driving-Simulator: Potential Effect on Centr...
Mental Strain while Driving on a Driving-Simulator: Potential Effect on Centr...
 
Guiseppe Citerio - The black box revelation - IFAD 2012
Guiseppe Citerio - The black box revelation - IFAD 2012Guiseppe Citerio - The black box revelation - IFAD 2012
Guiseppe Citerio - The black box revelation - IFAD 2012
 
Distinguishing Cognitive Tasks Using Statistical Analysis Techniques
Distinguishing Cognitive Tasks Using Statistical Analysis TechniquesDistinguishing Cognitive Tasks Using Statistical Analysis Techniques
Distinguishing Cognitive Tasks Using Statistical Analysis Techniques
 
STRESS ANALYSIS
STRESS ANALYSISSTRESS ANALYSIS
STRESS ANALYSIS
 
Brief overview of brain stimulation techniques
Brief overview of  brain stimulation techniquesBrief overview of  brain stimulation techniques
Brief overview of brain stimulation techniques
 
Physiological measurements
Physiological measurementsPhysiological measurements
Physiological measurements
 
A method for detection and reduction of stress using EEG
A method for detection and reduction of stress using EEGA method for detection and reduction of stress using EEG
A method for detection and reduction of stress using EEG
 
A typical Realization of the process with linear recovery of Aldosterone
A typical Realization of the process with linear recovery of AldosteroneA typical Realization of the process with linear recovery of Aldosterone
A typical Realization of the process with linear recovery of Aldosterone
 
POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...
POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...
POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...
 
Stress detection during job interview using physiological signal
Stress detection during job interview using physiological signalStress detection during job interview using physiological signal
Stress detection during job interview using physiological signal
 
MEDITATION: ITS TREMENDOUS IMPACT ON HEART RATE VARIABILITY
MEDITATION: ITS TREMENDOUS IMPACT ON HEART RATE VARIABILITYMEDITATION: ITS TREMENDOUS IMPACT ON HEART RATE VARIABILITY
MEDITATION: ITS TREMENDOUS IMPACT ON HEART RATE VARIABILITY
 
Koldijk et. al - 2018 - Detecting Work Stress.pdf
Koldijk et. al - 2018 - Detecting Work Stress.pdfKoldijk et. al - 2018 - Detecting Work Stress.pdf
Koldijk et. al - 2018 - Detecting Work Stress.pdf
 
Presentation(lokesh)
Presentation(lokesh)Presentation(lokesh)
Presentation(lokesh)
 
A review of eeg recording techniques
A review of eeg recording techniquesA review of eeg recording techniques
A review of eeg recording techniques
 
Kate Toland - Poster Neuro Conference Sept 2015 MK
Kate Toland - Poster Neuro Conference Sept 2015 MKKate Toland - Poster Neuro Conference Sept 2015 MK
Kate Toland - Poster Neuro Conference Sept 2015 MK
 
Review:Wavelet transform based electroencephalogram methods
Review:Wavelet transform based electroencephalogram methodsReview:Wavelet transform based electroencephalogram methods
Review:Wavelet transform based electroencephalogram methods
 

Recently uploaded

會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
中 央社
 
SURVEY I created for uni project research
SURVEY I created for uni project researchSURVEY I created for uni project research
SURVEY I created for uni project research
CaitlinCummins3
 
SPLICE Working Group: Reusable Code Examples
SPLICE Working Group:Reusable Code ExamplesSPLICE Working Group:Reusable Code Examples
SPLICE Working Group: Reusable Code Examples
Peter Brusilovsky
 

Recently uploaded (20)

Stl Algorithms in C++ jjjjjjjjjjjjjjjjjj
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjjStl Algorithms in C++ jjjjjjjjjjjjjjjjjj
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjj
 
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
 
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...
 
e-Sealing at EADTU by Kamakshi Rajagopal
e-Sealing at EADTU by Kamakshi Rajagopale-Sealing at EADTU by Kamakshi Rajagopal
e-Sealing at EADTU by Kamakshi Rajagopal
 
An Overview of the Odoo 17 Knowledge App
An Overview of the Odoo 17 Knowledge AppAn Overview of the Odoo 17 Knowledge App
An Overview of the Odoo 17 Knowledge App
 
SURVEY I created for uni project research
SURVEY I created for uni project researchSURVEY I created for uni project research
SURVEY I created for uni project research
 
OSCM Unit 2_Operations Processes & Systems
OSCM Unit 2_Operations Processes & SystemsOSCM Unit 2_Operations Processes & Systems
OSCM Unit 2_Operations Processes & Systems
 
DEMONSTRATION LESSON IN ENGLISH 4 MATATAG CURRICULUM
DEMONSTRATION LESSON IN ENGLISH 4 MATATAG CURRICULUMDEMONSTRATION LESSON IN ENGLISH 4 MATATAG CURRICULUM
DEMONSTRATION LESSON IN ENGLISH 4 MATATAG CURRICULUM
 
diagnosting testing bsc 2nd sem.pptx....
diagnosting testing bsc 2nd sem.pptx....diagnosting testing bsc 2nd sem.pptx....
diagnosting testing bsc 2nd sem.pptx....
 
Trauma-Informed Leadership - Five Practical Principles
Trauma-Informed Leadership - Five Practical PrinciplesTrauma-Informed Leadership - Five Practical Principles
Trauma-Informed Leadership - Five Practical Principles
 
male presentation...pdf.................
male presentation...pdf.................male presentation...pdf.................
male presentation...pdf.................
 
SPLICE Working Group: Reusable Code Examples
SPLICE Working Group:Reusable Code ExamplesSPLICE Working Group:Reusable Code Examples
SPLICE Working Group: Reusable Code Examples
 
Graduate Outcomes Presentation Slides - English (v3).pptx
Graduate Outcomes Presentation Slides - English (v3).pptxGraduate Outcomes Presentation Slides - English (v3).pptx
Graduate Outcomes Presentation Slides - English (v3).pptx
 
How to Send Pro Forma Invoice to Your Customers in Odoo 17
How to Send Pro Forma Invoice to Your Customers in Odoo 17How to Send Pro Forma Invoice to Your Customers in Odoo 17
How to Send Pro Forma Invoice to Your Customers in Odoo 17
 
Improved Approval Flow in Odoo 17 Studio App
Improved Approval Flow in Odoo 17 Studio AppImproved Approval Flow in Odoo 17 Studio App
Improved Approval Flow in Odoo 17 Studio App
 
Book Review of Run For Your Life Powerpoint
Book Review of Run For Your Life PowerpointBook Review of Run For Your Life Powerpoint
Book Review of Run For Your Life Powerpoint
 
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdfFICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
 
Supporting Newcomer Multilingual Learners
Supporting Newcomer  Multilingual LearnersSupporting Newcomer  Multilingual Learners
Supporting Newcomer Multilingual Learners
 
OS-operating systems- ch05 (CPU Scheduling) ...
OS-operating systems- ch05 (CPU Scheduling) ...OS-operating systems- ch05 (CPU Scheduling) ...
OS-operating systems- ch05 (CPU Scheduling) ...
 
How to Manage Website in Odoo 17 Studio App.pptx
How to Manage Website in Odoo 17 Studio App.pptxHow to Manage Website in Odoo 17 Studio App.pptx
How to Manage Website in Odoo 17 Studio App.pptx
 

Ex06

  • 2. Introduction ◦ Background ◦ Previous study ◦ Aim  Method ◦ Wavelet transform  Experiment ◦ Protocol ◦ Task ◦ NASA-TLX  Present work  Schedule  References
  • 3. A wide range of stress Physical stress, mental stress, Job stress … If we can evaluate stress precisely, we prevent human errors.
  • 4. EOG, EEG, ECG, GSR, RR… these are used to evaluate stress in other laboratory. EOG : electro oculogram GSR : galvanic skin reflex RR : respiration rate
  • 5. Atsuo Murata, Hiroshima City University, evaluate mental work load using wavelet transform of EEG. [1]  The effect of mental stress on heart rate variability and blood pressure during computer work [2]
  • 6. 12 single capital letters (A-L)  randomly selected at eight points on the display  the identity of the letter and its position varied randomly from trial to trail Three levels of task Low: compare one trial ago Moderate: compare two trials ago High: compare three trials ago
  • 7.
  • 8. [1] Atsuo Murata “An Attempt to Evaluate Mental Workload Using Wavelet Transform of EEG”, Human Factors, Fall 2005 [2] Nis Hjortskov, Dag Rissen, Anne Katrine Blangsted, Nils Fallentin, Ulf Lundberg, Karen Sogaard “The effect of mental stress on heart rate variability and blood pressure during computer work”, Eur J Appl Physiol (2004) [3]Kenichi Takano, Kenji Yoshino, Akihiko Nagasaka “Basic research on measurement of mental work load utilizing physiological information”, Japanese journal of industrial health 32(2) pp.105-117 19900320