SlideShare una empresa de Scribd logo
1 de 28
Problem Solving and the Brain
Behavioral Studies of Insight

• Metcalfe’s experiment (from earlier).
   – Ss. studied insight problems (e.g. algebra) as
     well as non-insight problems
   – At 15 seconds intervals, ss. rated how close
     they felt to solving the problem
   – Only for insight problems, ss. suddenly
     increased warmness ratings before solving
     problem
• Perhaps insight is special? But how do we really
  know what really happens during insight?
Promise of Brain Imaging Studies

• Difficult to link behavioral data to internal
  processes -- e.g., do warmness ratings really
  show that insight occurs rapidly?

• With brain imaging techniques, we can get
  converging evidence for a special insight
  process. Does insight occur suddenly, in the
  brain, as behavioral data suggests?

• Jung-Beeman et al. (2004). Studied neural
  correlates of “aha” moment using fMRI and EEG
Jung-Beeman et al.
• Compound Remote Associate Problems

          Example: pine, crab, sauce

 Question: what word can form a familiar
 compound word or phrase with the each of these
 words?

 Solution: apple

 (pineapple, crabapple, applesauce)
Example Problems

                          % correct
                          responses
                          within 15
        Problem:           seconds    Answer:
1   high/district/house     55%         ?
2    pike/coat/signal       33%         ?
3     office/mail/hat       32%         ?
4      fly/clip/wall        32%         ?
5    wise/work/tower        13%         ?
6    baby/spring/cap        13%         ?
7    break/bean/cake        12%         ?
8    land/hand/house        3%          ?
fMRI
• Functional Magnetic
  Resonance Imaging

• Measures cerebral blood
  flow (related to neural
  activity) in different areas

• Results are usually based
  on the difference in
  response between
  experimental and
  baseline condition
                                   MRI scan
Experimental Setup

                Ss. press button   Ss. press button
                when they solved   when they felt
                a problem          insight during
                                   problem solving




Measure brain
response here
Areas showing greater fMRI signal for
         insight than non-insight solutions




increased activity in the right hemisphere anterior Superior Temporal Gyrus
EEG / ERP
• EEG: Electroencephalography

• Electrodes placed at the scalp;
  measuring changes in voltage

• High temporal resolution, poor
  spatial resolution – good to measure
  when processes are initiated as
  opposed to where
Example of EEG
EEG Results
              Measure high
              frequency
              oscillations in
              gamma band (>
              30Hz)

              For insight problems
              that were correctly
              solved, a burst of
              gamma frequencies
              0.3 seconds were
              observed before the
              solution response
EEG Results




                 Animation of the last half second (from -0.5 to -0.2) of high-
                 frequency electrical activity at the scalp prior to the button
                 press indicating subjects had solved a problem with insight.


from: http://www.psych.nwu.edu/~mjungbee/PLoS_Supp.htm
Brain Studies of Moral Reasoning
The Trolley Dilemma
• A trolley is running out of control down a
  track. In its path are 5 people who have
  been tied to the track by a mad person.
  Fortunately, you can flip a switch which
  will lead the trolley down a different
  track. Unfortunately, there is a single
  person tied to that track. Should you flip
  the switch? If you do nothing, the trolley
  will kill five, but if you intervene it will kill
  only one. Should you “kill one person”
  to save five?


                                                      SWITCH
What justifies your judgment ?
• “Save as many as you can.”
• “The good of the many outweighs the good of
  the few.”
• “Act so that you provide the maximum benefit to
  the maximum number of people.”
The footbridge dilemma
• similar to trolley dilemma

• A runaway trolley threatens to kill five people.
  You are standing on a footbridge over the tracks,
  next to a large stranger. If you push the stranger
  onto the tracks, killing him, his body will prevent
  the train from reaching the others, saving them.
  Do you push?
• Most people answer yes to the trolley question,
  no to the footbridge question

• Perhaps what’s wrong with killing the large man
  to save five is that it would be using the one as a
  mere means for the benefit of others
Variant of trolley dilemma
As before, a trolley is hurtling
down a track towards five
people. As in the first case, you
can divert it onto a separate
track. On this track is a single
large man. Without the body of
this man, the trolley would, if
turned that way, make its way to
the other track and kill the five
people.

If it wasn't for the presence of the
large man, flipping the switch
would not save the five. Should
you flip the switch?
                                        SWITCH
The Surgeon’s Dilemma


You are a surgeon with six patients. Five of
them need major organ transplants, which you
could easily do if you had access to transplant
organs. The sixth, an ideal donor for all the
relevant organs, has a cold. Should you kill one
person to save five?
• Philosophers have puzzled over why people
  believe it is morally acceptable to sacrifice one
  life for five in one case, but unacceptable in the
  other

• Difficult to find a unifying set of principles that
  explains what is morally acceptable
The psychology of moral reasoning
• Prescriptive question: what is right and wrong?
   Philosophy/Ethics

• Descriptive question: what are happens during moral
  reasoning?  psychology

   – Traditional view (e.g. Kant): moral judgment is primarily
     a matter of formal reasoning.

   – Recent insights (Haidt): moral thinking is highly intuitive
     and emotional, and only appears to be a product of
     careful reasoning because of people’s after-the-fact
     rationalizations of their thinking.
• Perhaps the thought of pushing somebody to
  death is more emotionally salient

• Hypothesis (Greene et al.): differences in
  emotional engagement determine difference in
  response

• Trolley dilemma: “impersonal” moral dilemma.

• Footbridge dilemma: “personal” moral dilemma.
  requires active personal involvement
Recent Brain Imaging Insights
• Greene et al.: performed brain imaging
  experiments to reveal differences in the way the
  emotional circuits in brain are activated during
  moral reasoning.
fMRI Results
• Trolley dilemma: “impersonal” moral dilemma

 activated memory areas

• Footbridge dilemma: “personal” moral dilemma
  requires active personal involvement

 activated brain areas associated with emotion
Behavioral Results
• Footbridge dilemma activates immediate
  emotional response

• A few subjects still say “appropriate”.

• These response times should be slow because
  the response is “incongruent” with the immediate
  emotional response
• Results do not show how to reason correctly

• They show what happens during reasoning --
  intuitive emotional reactions affect moral
  judgments

Más contenido relacionado

Similar a Problem Solving and the Brain. Compound Remote Associate Problems.

Biopsychology revision - AQA A Level Psychology
Biopsychology revision - AQA A Level PsychologyBiopsychology revision - AQA A Level Psychology
Biopsychology revision - AQA A Level PsychologyElla Warwick
 
Minggu 1 pendahuluan dan kontrak
Minggu 1 pendahuluan dan kontrakMinggu 1 pendahuluan dan kontrak
Minggu 1 pendahuluan dan kontrakAsjar Zitus
 
Alison cooper microteaching to share march15
Alison cooper microteaching to share march15Alison cooper microteaching to share march15
Alison cooper microteaching to share march15AlisonCCooper
 
Eeg (electroencephalo
Eeg (electroencephaloEeg (electroencephalo
Eeg (electroencephalofarranajwa
 
Ncc student seminar_2012_revised
Ncc student seminar_2012_revisedNcc student seminar_2012_revised
Ncc student seminar_2012_revisedanntsommers
 
Ncc student seminar_2012_revised
Ncc student seminar_2012_revisedNcc student seminar_2012_revised
Ncc student seminar_2012_revisedanntsommers
 
The prefrontal cortex: What is it? Its functions, Its dysfunctions and some e...
The prefrontal cortex: What is it? Its functions, Its dysfunctions and some e...The prefrontal cortex: What is it? Its functions, Its dysfunctions and some e...
The prefrontal cortex: What is it? Its functions, Its dysfunctions and some e...hermosadory
 
Biological Psychology - Neurotransmission.pptx
Biological Psychology - Neurotransmission.pptxBiological Psychology - Neurotransmission.pptx
Biological Psychology - Neurotransmission.pptxJustinCody
 
Coursera work: Understanding the Brain: The Neurobiology of Everyday Life
Coursera work: Understanding the Brain: The Neurobiology of Everyday LifeCoursera work: Understanding the Brain: The Neurobiology of Everyday Life
Coursera work: Understanding the Brain: The Neurobiology of Everyday Lifepaulabrillos
 
Conceptual Revolutions in Science Presentation
Conceptual Revolutions in Science PresentationConceptual Revolutions in Science Presentation
Conceptual Revolutions in Science PresentationConceptualRevolutions
 
screening models for Nootropics and models for Alzheimer's disease
screening models for Nootropics and models for Alzheimer's diseasescreening models for Nootropics and models for Alzheimer's disease
screening models for Nootropics and models for Alzheimer's diseaseAswin Palanisamy
 
Cultivating Intuition - Through Meticulous Self-tracking
Cultivating Intuition - Through Meticulous Self-trackingCultivating Intuition - Through Meticulous Self-tracking
Cultivating Intuition - Through Meticulous Self-trackingBen Ahrens
 
Cognitive biases - Logic vs. The brain
Cognitive biases - Logic vs. The brainCognitive biases - Logic vs. The brain
Cognitive biases - Logic vs. The brainAditya Shukla
 
Generalizability in fMRI, fast and slow
Generalizability in fMRI, fast and slowGeneralizability in fMRI, fast and slow
Generalizability in fMRI, fast and slowTal Yarkoni
 
Topic 4 The brain and neuropsychology - how does your brain affect you?
Topic 4 The brain and neuropsychology - how does your brain affect you?Topic 4 The brain and neuropsychology - how does your brain affect you?
Topic 4 The brain and neuropsychology - how does your brain affect you?NHS England
 

Similar a Problem Solving and the Brain. Compound Remote Associate Problems. (19)

Biopsychology revision - AQA A Level Psychology
Biopsychology revision - AQA A Level PsychologyBiopsychology revision - AQA A Level Psychology
Biopsychology revision - AQA A Level Psychology
 
Minggu 1 pendahuluan dan kontrak
Minggu 1 pendahuluan dan kontrakMinggu 1 pendahuluan dan kontrak
Minggu 1 pendahuluan dan kontrak
 
Psysci4 Sample
Psysci4 SamplePsysci4 Sample
Psysci4 Sample
 
Alison cooper microteaching to share march15
Alison cooper microteaching to share march15Alison cooper microteaching to share march15
Alison cooper microteaching to share march15
 
Eeg (electroencephalo
Eeg (electroencephaloEeg (electroencephalo
Eeg (electroencephalo
 
Ncc student seminar_2012_revised
Ncc student seminar_2012_revisedNcc student seminar_2012_revised
Ncc student seminar_2012_revised
 
Ncc student seminar_2012_revised
Ncc student seminar_2012_revisedNcc student seminar_2012_revised
Ncc student seminar_2012_revised
 
The prefrontal cortex: What is it? Its functions, Its dysfunctions and some e...
The prefrontal cortex: What is it? Its functions, Its dysfunctions and some e...The prefrontal cortex: What is it? Its functions, Its dysfunctions and some e...
The prefrontal cortex: What is it? Its functions, Its dysfunctions and some e...
 
Biological Psychology - Neurotransmission.pptx
Biological Psychology - Neurotransmission.pptxBiological Psychology - Neurotransmission.pptx
Biological Psychology - Neurotransmission.pptx
 
Coursera work: Understanding the Brain: The Neurobiology of Everyday Life
Coursera work: Understanding the Brain: The Neurobiology of Everyday LifeCoursera work: Understanding the Brain: The Neurobiology of Everyday Life
Coursera work: Understanding the Brain: The Neurobiology of Everyday Life
 
4. Serving Two Masters
4. Serving Two Masters4. Serving Two Masters
4. Serving Two Masters
 
Conceptual Revolutions in Science Presentation
Conceptual Revolutions in Science PresentationConceptual Revolutions in Science Presentation
Conceptual Revolutions in Science Presentation
 
Mind vs brain
Mind vs brainMind vs brain
Mind vs brain
 
screening models for Nootropics and models for Alzheimer's disease
screening models for Nootropics and models for Alzheimer's diseasescreening models for Nootropics and models for Alzheimer's disease
screening models for Nootropics and models for Alzheimer's disease
 
Cultivating Intuition - Through Meticulous Self-tracking
Cultivating Intuition - Through Meticulous Self-trackingCultivating Intuition - Through Meticulous Self-tracking
Cultivating Intuition - Through Meticulous Self-tracking
 
Cognitive biases - Logic vs. The brain
Cognitive biases - Logic vs. The brainCognitive biases - Logic vs. The brain
Cognitive biases - Logic vs. The brain
 
Generalizability in fMRI, fast and slow
Generalizability in fMRI, fast and slowGeneralizability in fMRI, fast and slow
Generalizability in fMRI, fast and slow
 
The Frontal Lobe
The Frontal Lobe The Frontal Lobe
The Frontal Lobe
 
Topic 4 The brain and neuropsychology - how does your brain affect you?
Topic 4 The brain and neuropsychology - how does your brain affect you?Topic 4 The brain and neuropsychology - how does your brain affect you?
Topic 4 The brain and neuropsychology - how does your brain affect you?
 

Más de Tev Tlov

Drupal higher education-solution-brief
Drupal higher education-solution-briefDrupal higher education-solution-brief
Drupal higher education-solution-briefTev Tlov
 
SAND - Small Autonomous Network Devices
SAND - Small Autonomous Network DevicesSAND - Small Autonomous Network Devices
SAND - Small Autonomous Network DevicesTev Tlov
 
Biomimicry challenge2011 bioarch
Biomimicry challenge2011 bioarchBiomimicry challenge2011 bioarch
Biomimicry challenge2011 bioarchTev Tlov
 
[Zoning – parking in south of market and mission bay district
[Zoning – parking in south of market and mission bay district[Zoning – parking in south of market and mission bay district
[Zoning – parking in south of market and mission bay districtTev Tlov
 
Downtown inmotion final-low
Downtown inmotion final-lowDowntown inmotion final-low
Downtown inmotion final-lowTev Tlov
 
Fcc infographic – “spec it out!” – illustrates consumer impact of mobile br...
Fcc infographic – “spec it out!” – illustrates consumer   impact of mobile br...Fcc infographic – “spec it out!” – illustrates consumer   impact of mobile br...
Fcc infographic – “spec it out!” – illustrates consumer impact of mobile br...Tev Tlov
 
Body measurement techniques a comparison of three-dimensional body scanning...
Body measurement techniques  a comparison of  three-dimensional body scanning...Body measurement techniques  a comparison of  three-dimensional body scanning...
Body measurement techniques a comparison of three-dimensional body scanning...Tev Tlov
 
Living building challenge 2.0
Living   building   challenge   2.0Living   building   challenge   2.0
Living building challenge 2.0Tev Tlov
 
Wave Energy at its best
Wave Energy at its bestWave Energy at its best
Wave Energy at its bestTev Tlov
 
A018 as rs-brochure_screen1
A018 as rs-brochure_screen1A018 as rs-brochure_screen1
A018 as rs-brochure_screen1Tev Tlov
 
Fl07 dematic for_voice
Fl07 dematic for_voiceFl07 dematic for_voice
Fl07 dematic for_voiceTev Tlov
 
Na cs 1046-american_airlines
Na cs 1046-american_airlinesNa cs 1046-american_airlines
Na cs 1046-american_airlinesTev Tlov
 
Autonomous robots that paint
Autonomous robots that paintAutonomous robots that paint
Autonomous robots that paintTev Tlov
 
A robotic system for interpreting images into painted artwork
A robotic system for interpreting images into   painted artworkA robotic system for interpreting images into   painted artwork
A robotic system for interpreting images into painted artworkTev Tlov
 
Painterly interfaces for audiovisual performance
Painterly interfaces for  audiovisual performancePainterly interfaces for  audiovisual performance
Painterly interfaces for audiovisual performanceTev Tlov
 
Social networking in drupal
Social networking in drupalSocial networking in drupal
Social networking in drupalTev Tlov
 
Sfjazz center brochure_0
Sfjazz center brochure_0Sfjazz center brochure_0
Sfjazz center brochure_0Tev Tlov
 
Zne action planfinal83110
Zne action planfinal83110Zne action planfinal83110
Zne action planfinal83110Tev Tlov
 
Steering 2-zero buildings
Steering 2-zero buildingsSteering 2-zero buildings
Steering 2-zero buildingsTev Tlov
 
Zneb taskforce report
Zneb taskforce reportZneb taskforce report
Zneb taskforce reportTev Tlov
 

Más de Tev Tlov (20)

Drupal higher education-solution-brief
Drupal higher education-solution-briefDrupal higher education-solution-brief
Drupal higher education-solution-brief
 
SAND - Small Autonomous Network Devices
SAND - Small Autonomous Network DevicesSAND - Small Autonomous Network Devices
SAND - Small Autonomous Network Devices
 
Biomimicry challenge2011 bioarch
Biomimicry challenge2011 bioarchBiomimicry challenge2011 bioarch
Biomimicry challenge2011 bioarch
 
[Zoning – parking in south of market and mission bay district
[Zoning – parking in south of market and mission bay district[Zoning – parking in south of market and mission bay district
[Zoning – parking in south of market and mission bay district
 
Downtown inmotion final-low
Downtown inmotion final-lowDowntown inmotion final-low
Downtown inmotion final-low
 
Fcc infographic – “spec it out!” – illustrates consumer impact of mobile br...
Fcc infographic – “spec it out!” – illustrates consumer   impact of mobile br...Fcc infographic – “spec it out!” – illustrates consumer   impact of mobile br...
Fcc infographic – “spec it out!” – illustrates consumer impact of mobile br...
 
Body measurement techniques a comparison of three-dimensional body scanning...
Body measurement techniques  a comparison of  three-dimensional body scanning...Body measurement techniques  a comparison of  three-dimensional body scanning...
Body measurement techniques a comparison of three-dimensional body scanning...
 
Living building challenge 2.0
Living   building   challenge   2.0Living   building   challenge   2.0
Living building challenge 2.0
 
Wave Energy at its best
Wave Energy at its bestWave Energy at its best
Wave Energy at its best
 
A018 as rs-brochure_screen1
A018 as rs-brochure_screen1A018 as rs-brochure_screen1
A018 as rs-brochure_screen1
 
Fl07 dematic for_voice
Fl07 dematic for_voiceFl07 dematic for_voice
Fl07 dematic for_voice
 
Na cs 1046-american_airlines
Na cs 1046-american_airlinesNa cs 1046-american_airlines
Na cs 1046-american_airlines
 
Autonomous robots that paint
Autonomous robots that paintAutonomous robots that paint
Autonomous robots that paint
 
A robotic system for interpreting images into painted artwork
A robotic system for interpreting images into   painted artworkA robotic system for interpreting images into   painted artwork
A robotic system for interpreting images into painted artwork
 
Painterly interfaces for audiovisual performance
Painterly interfaces for  audiovisual performancePainterly interfaces for  audiovisual performance
Painterly interfaces for audiovisual performance
 
Social networking in drupal
Social networking in drupalSocial networking in drupal
Social networking in drupal
 
Sfjazz center brochure_0
Sfjazz center brochure_0Sfjazz center brochure_0
Sfjazz center brochure_0
 
Zne action planfinal83110
Zne action planfinal83110Zne action planfinal83110
Zne action planfinal83110
 
Steering 2-zero buildings
Steering 2-zero buildingsSteering 2-zero buildings
Steering 2-zero buildings
 
Zneb taskforce report
Zneb taskforce reportZneb taskforce report
Zneb taskforce report
 

Último

Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...apidays
 
AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024The Digital Insurer
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024The Digital Insurer
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingEdi Saputra
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businesspanagenda
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MIND CTI
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDropbox
 

Último (20)

Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
 
AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 

Problem Solving and the Brain. Compound Remote Associate Problems.

  • 2. Behavioral Studies of Insight • Metcalfe’s experiment (from earlier). – Ss. studied insight problems (e.g. algebra) as well as non-insight problems – At 15 seconds intervals, ss. rated how close they felt to solving the problem – Only for insight problems, ss. suddenly increased warmness ratings before solving problem • Perhaps insight is special? But how do we really know what really happens during insight?
  • 3. Promise of Brain Imaging Studies • Difficult to link behavioral data to internal processes -- e.g., do warmness ratings really show that insight occurs rapidly? • With brain imaging techniques, we can get converging evidence for a special insight process. Does insight occur suddenly, in the brain, as behavioral data suggests? • Jung-Beeman et al. (2004). Studied neural correlates of “aha” moment using fMRI and EEG
  • 4. Jung-Beeman et al. • Compound Remote Associate Problems Example: pine, crab, sauce Question: what word can form a familiar compound word or phrase with the each of these words? Solution: apple (pineapple, crabapple, applesauce)
  • 5. Example Problems % correct responses within 15 Problem: seconds Answer: 1 high/district/house 55% ? 2 pike/coat/signal 33% ? 3 office/mail/hat 32% ? 4 fly/clip/wall 32% ? 5 wise/work/tower 13% ? 6 baby/spring/cap 13% ? 7 break/bean/cake 12% ? 8 land/hand/house 3% ?
  • 6. fMRI • Functional Magnetic Resonance Imaging • Measures cerebral blood flow (related to neural activity) in different areas • Results are usually based on the difference in response between experimental and baseline condition MRI scan
  • 7. Experimental Setup Ss. press button Ss. press button when they solved when they felt a problem insight during problem solving Measure brain response here
  • 8. Areas showing greater fMRI signal for insight than non-insight solutions increased activity in the right hemisphere anterior Superior Temporal Gyrus
  • 9. EEG / ERP • EEG: Electroencephalography • Electrodes placed at the scalp; measuring changes in voltage • High temporal resolution, poor spatial resolution – good to measure when processes are initiated as opposed to where
  • 11. EEG Results Measure high frequency oscillations in gamma band (> 30Hz) For insight problems that were correctly solved, a burst of gamma frequencies 0.3 seconds were observed before the solution response
  • 12. EEG Results Animation of the last half second (from -0.5 to -0.2) of high- frequency electrical activity at the scalp prior to the button press indicating subjects had solved a problem with insight. from: http://www.psych.nwu.edu/~mjungbee/PLoS_Supp.htm
  • 13. Brain Studies of Moral Reasoning
  • 14. The Trolley Dilemma • A trolley is running out of control down a track. In its path are 5 people who have been tied to the track by a mad person. Fortunately, you can flip a switch which will lead the trolley down a different track. Unfortunately, there is a single person tied to that track. Should you flip the switch? If you do nothing, the trolley will kill five, but if you intervene it will kill only one. Should you “kill one person” to save five? SWITCH
  • 15. What justifies your judgment ? • “Save as many as you can.” • “The good of the many outweighs the good of the few.” • “Act so that you provide the maximum benefit to the maximum number of people.”
  • 16. The footbridge dilemma • similar to trolley dilemma • A runaway trolley threatens to kill five people. You are standing on a footbridge over the tracks, next to a large stranger. If you push the stranger onto the tracks, killing him, his body will prevent the train from reaching the others, saving them. Do you push?
  • 17. • Most people answer yes to the trolley question, no to the footbridge question • Perhaps what’s wrong with killing the large man to save five is that it would be using the one as a mere means for the benefit of others
  • 18. Variant of trolley dilemma As before, a trolley is hurtling down a track towards five people. As in the first case, you can divert it onto a separate track. On this track is a single large man. Without the body of this man, the trolley would, if turned that way, make its way to the other track and kill the five people. If it wasn't for the presence of the large man, flipping the switch would not save the five. Should you flip the switch? SWITCH
  • 19. The Surgeon’s Dilemma You are a surgeon with six patients. Five of them need major organ transplants, which you could easily do if you had access to transplant organs. The sixth, an ideal donor for all the relevant organs, has a cold. Should you kill one person to save five?
  • 20. • Philosophers have puzzled over why people believe it is morally acceptable to sacrifice one life for five in one case, but unacceptable in the other • Difficult to find a unifying set of principles that explains what is morally acceptable
  • 21. The psychology of moral reasoning • Prescriptive question: what is right and wrong?  Philosophy/Ethics • Descriptive question: what are happens during moral reasoning?  psychology – Traditional view (e.g. Kant): moral judgment is primarily a matter of formal reasoning. – Recent insights (Haidt): moral thinking is highly intuitive and emotional, and only appears to be a product of careful reasoning because of people’s after-the-fact rationalizations of their thinking.
  • 22. • Perhaps the thought of pushing somebody to death is more emotionally salient • Hypothesis (Greene et al.): differences in emotional engagement determine difference in response • Trolley dilemma: “impersonal” moral dilemma. • Footbridge dilemma: “personal” moral dilemma. requires active personal involvement
  • 23. Recent Brain Imaging Insights • Greene et al.: performed brain imaging experiments to reveal differences in the way the emotional circuits in brain are activated during moral reasoning.
  • 25. • Trolley dilemma: “impersonal” moral dilemma  activated memory areas • Footbridge dilemma: “personal” moral dilemma requires active personal involvement  activated brain areas associated with emotion
  • 27. • Footbridge dilemma activates immediate emotional response • A few subjects still say “appropriate”. • These response times should be slow because the response is “incongruent” with the immediate emotional response
  • 28. • Results do not show how to reason correctly • They show what happens during reasoning -- intuitive emotional reactions affect moral judgments