SlideShare une entreprise Scribd logo
1  sur  22
The Learning Brain: Is there a role for Neuroimaging ?
Question posed by Faculty fromCollege of Media Arts and Design Psychology, College of Arts and Sciences College of Nursing and Health Professions Computer Science, College of Engineering Neurology, Psychiatry, College of Medicine School of Biomedical Engineering, Science and Health Systems Cognitive Neuroengineering & Quantitative Experimental Research Collaborative
Institute for Innovation in Teaching and Learning ,[object Object]
What makes Drexel unique?... faculty from diverse disciplines pondering  the future of learning ,[object Object],… assessment of learning? The New Era ,[object Object]
Learning Partners, Mentors, Coaches,
Virtual Environments, Networked Communities
New Rules of Engagement… ,[object Object]
Portable, Wireless, Wearable
Deployable in learning environments,[object Object]
CONQUER CollabOrative(Cont’s)Cognitive Neuroengineering & Quantitative Experimental Research Collaborative Laboratory emphasis on collaborative interdisciplinary international research Brain in Learning Learning in virtual reality Problem solving Acquisition and learning of motor skills  Human Performance and Training Cognitive workload assessment Transition from novice to expert… Brain Computer Interface (BCI) Neurorehabilitation in Traumatic Brain injury… cognitive development… aging Depth of Anesthesia Pediatric monitoring…
PEOPLE Adrian Curtin
… enables the study of cortical activation-related to hemodynamic changes in natural environments and diverse field conditions  Functional Near-Infrared [fNIR] Spectroscopy
Source Detector Physical Principles of fNIR Photon Migration in Tissue Photons that enter the tissue undergoes two types of interaction: ,[object Object],(cell membranes) ,[object Object],(Hb,HbO2water) H Obrig  , R Wenzel, M Kohl, S Horst, P Wobst, J Steinbrink, F Thomas, A Villringer. Near-infrared spectroscopy: does it function in functional activation studies of the adult brain? International Journal of Psychophysiology 35(2-3):125-142, 2000
Physiological Principles of fNIR Neural Activity & Hemodynamic Response Neurons consume energy (glucose) when activated Oxygen is required to metabolize the glucose As clusters of neurons are activated, there is an increased need for oxygen in that area Oxygen is transported to neural tissue via oxy-hemoglobin in the blood The oxygen exchange occurs in the capillary beds As oxy-hemoglobin gives up oxygen to the neural tissue, it is transformed into deoxygenated hemoglobin Oxy-Hb and deoxy-Hb are correlates of brain activity through oxygen consumption by neurons David J. Heeger & David Ress. (2002)What does fMRI tell us about neuronal activity? Nature Reviews Neuroscience 3, 142-151
Near IR Stimuli  Presentation Peak Oxygenation Initial Dip Post stimulus undershoot Principles of fNIR III Optical Window in Tissue .G Io I .G Modified Beer-Lambert  Law
Drexel fNIR Instrumentation fNIR Technology Evolution Wireless system Fiber-Based Full Head Research System Continuous Wave Portable system 2001-08 2008-
Assessment of Cognitive Function Target Categorization Target fMRI Results Infrequent Events Transiently Activate Human Prefrontal and Parietal Cortex as Measured by Functional MRI Gregory Mccarthy, Marie Luby, John Gore, And Patricia Goldman-Rakic. J. Neurophysiol. 77: 1630–1634, 1997. Courtesy of Dr. Scott Bunce
Assessment of Cognitive Function Target Categorization (Cont’d) fNIR Results fNIR Data Right Left Izzetoglu M, Izzetoglu K, Bunce S, Ayaz, H, Devaraj A, Onaral B, Pourrezaei K “Functional Near Infrared Neuroimaging”, Accepted to IEEE Transaction on Neural Systems and Rehabilitation Engineering – Special Issue on Neural Engineering
Assessment of Cognitive Function Working Memory (n-back Task)
Assessment of Cognitive Function Working Memory (n-back Task) n-back results performance>90% Results agree with fMRI results from Smith & Jonides, 1997. Izzetoglu M, Bunce S, Onaral B, “Single Trial Hemodynamic Response Estimation in Event Related fNIR Spectroscopy”, Proc. of Optical Society of America Conference, 2003
Application Areas fNIR Applications Trainingand LearningApplications Training and Workload Assessment of Soldiers and Unmanned Aerial Vehicle Ground Controllers  Assessment of Cognitive Workload of Air Traffic Controllers Problem Solving by Learners  Simulation and Multimedia Applications Brain Computer Interface(BCI) Computer Gaming Clinical Applications Depth of Anesthesia Monitoring Traumatic Brain Injury and  Neurorehabilitation… Cognitive Aging Pediatric Applications…. Mental Health… BCI in Neurodegenerative Diseases (i.e., ALS)
Optimized Learning via Closed-Loop System(Brain in the Loop of Learning)

Contenu connexe

Tendances

CV of Konrad Paul Körding
CV of Konrad Paul KördingCV of Konrad Paul Körding
CV of Konrad Paul Körding
butest
 
NEUROPROSTHETICS
NEUROPROSTHETICSNEUROPROSTHETICS
NEUROPROSTHETICS
Haris Tyeb
 
Magnetoencephalography an emerging biological marker for neurodegenerative an...
Magnetoencephalography an emerging biological marker for neurodegenerative an...Magnetoencephalography an emerging biological marker for neurodegenerative an...
Magnetoencephalography an emerging biological marker for neurodegenerative an...
Adonis Sfera, MD
 
Comparison of fnir with other neuroimaging modalities relation between eeg sy...
Comparison of fnir with other neuroimaging modalities relation between eeg sy...Comparison of fnir with other neuroimaging modalities relation between eeg sy...
Comparison of fnir with other neuroimaging modalities relation between eeg sy...
M. Raihan
 

Tendances (20)

Basic Theories of Neurotechnology
Basic Theories of NeurotechnologyBasic Theories of Neurotechnology
Basic Theories of Neurotechnology
 
Image Processing Technique for Brain Abnormality Detection
Image Processing Technique for Brain Abnormality DetectionImage Processing Technique for Brain Abnormality Detection
Image Processing Technique for Brain Abnormality Detection
 
Curriculum vitae jerzy zbigniew achimowicz(6)
Curriculum vitae   jerzy zbigniew achimowicz(6)Curriculum vitae   jerzy zbigniew achimowicz(6)
Curriculum vitae jerzy zbigniew achimowicz(6)
 
Neuroprosthetics
NeuroprostheticsNeuroprosthetics
Neuroprosthetics
 
neuro prosthesis
neuro prosthesisneuro prosthesis
neuro prosthesis
 
Optical propagation of blue LED light in brain tissue and Parylene-C used in ...
Optical propagation of blue LED light in brain tissue and Parylene-C used in ...Optical propagation of blue LED light in brain tissue and Parylene-C used in ...
Optical propagation of blue LED light in brain tissue and Parylene-C used in ...
 
CV of Konrad Paul Körding
CV of Konrad Paul KördingCV of Konrad Paul Körding
CV of Konrad Paul Körding
 
Brain interface
Brain interfaceBrain interface
Brain interface
 
15 Trends In Neurotechnologies That Will Change The World
15 Trends In Neurotechnologies That Will Change The World15 Trends In Neurotechnologies That Will Change The World
15 Trends In Neurotechnologies That Will Change The World
 
Teaching Techniques: Neurotechnologies the way of the future (Stotler, 2019)
Teaching Techniques: Neurotechnologies the way of the future (Stotler, 2019)Teaching Techniques: Neurotechnologies the way of the future (Stotler, 2019)
Teaching Techniques: Neurotechnologies the way of the future (Stotler, 2019)
 
NEUROPROSTHETICS
NEUROPROSTHETICSNEUROPROSTHETICS
NEUROPROSTHETICS
 
K Zoo
K ZooK Zoo
K Zoo
 
Magnetoencephalography an emerging biological marker for neurodegenerative an...
Magnetoencephalography an emerging biological marker for neurodegenerative an...Magnetoencephalography an emerging biological marker for neurodegenerative an...
Magnetoencephalography an emerging biological marker for neurodegenerative an...
 
Brain-Computer Interfaces
Brain-Computer InterfacesBrain-Computer Interfaces
Brain-Computer Interfaces
 
Analysis of Alzheimer’s Disease Using Color Image Segmentation
Analysis of Alzheimer’s Disease Using Color Image SegmentationAnalysis of Alzheimer’s Disease Using Color Image Segmentation
Analysis of Alzheimer’s Disease Using Color Image Segmentation
 
Media Presentation Assignment - Neuroprosthetics
Media Presentation Assignment - NeuroprostheticsMedia Presentation Assignment - Neuroprosthetics
Media Presentation Assignment - Neuroprosthetics
 
Ferree Resume
Ferree ResumeFerree Resume
Ferree Resume
 
Techniques in measuring Brain Function
Techniques in measuring Brain FunctionTechniques in measuring Brain Function
Techniques in measuring Brain Function
 
Comparison of fnir with other neuroimaging modalities relation between eeg sy...
Comparison of fnir with other neuroimaging modalities relation between eeg sy...Comparison of fnir with other neuroimaging modalities relation between eeg sy...
Comparison of fnir with other neuroimaging modalities relation between eeg sy...
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 

En vedette

Presentation1.pptx, radiological imaging of beign breast diseases
Presentation1.pptx, radiological imaging of beign breast diseasesPresentation1.pptx, radiological imaging of beign breast diseases
Presentation1.pptx, radiological imaging of beign breast diseases
Abdellah Nazeer
 
FOLLETO SOBRE LA HIGIENE Y LA ALIMENTACIÓN SALUDABLE
FOLLETO SOBRE LA HIGIENE Y LA ALIMENTACIÓN SALUDABLEFOLLETO SOBRE LA HIGIENE Y LA ALIMENTACIÓN SALUDABLE
FOLLETO SOBRE LA HIGIENE Y LA ALIMENTACIÓN SALUDABLE
blogdevon
 

En vedette (13)

NIR imaging
NIR imaging NIR imaging
NIR imaging
 
NIR Three dimensional imaging of breast model using f-DOT
NIR Three dimensional imaging of breast model using f-DOT  NIR Three dimensional imaging of breast model using f-DOT
NIR Three dimensional imaging of breast model using f-DOT
 
Emerging new imaging_techniques_2014
Emerging new imaging_techniques_2014Emerging new imaging_techniques_2014
Emerging new imaging_techniques_2014
 
2014 CFTCC Annual Symposium: A New Wearable Diffuse Optical Spectroscopic Ima...
2014 CFTCC Annual Symposium: A New Wearable Diffuse Optical Spectroscopic Ima...2014 CFTCC Annual Symposium: A New Wearable Diffuse Optical Spectroscopic Ima...
2014 CFTCC Annual Symposium: A New Wearable Diffuse Optical Spectroscopic Ima...
 
Whole brain optical imaging
Whole brain optical imagingWhole brain optical imaging
Whole brain optical imaging
 
Unidad 2: La Salud
Unidad 2: La SaludUnidad 2: La Salud
Unidad 2: La Salud
 
Imaging in breast cancer
Imaging in breast cancerImaging in breast cancer
Imaging in breast cancer
 
Presentation1.pptx, radiological imaging of beign breast diseases
Presentation1.pptx, radiological imaging of beign breast diseasesPresentation1.pptx, radiological imaging of beign breast diseases
Presentation1.pptx, radiological imaging of beign breast diseases
 
Breast imaging modalities
Breast  imaging modalitiesBreast  imaging modalities
Breast imaging modalities
 
Recent advances in Mammography
Recent advances in MammographyRecent advances in Mammography
Recent advances in Mammography
 
33-Dr Ahmed Esawy imaging oral board of breast imaging part I (mammography )
33-Dr Ahmed Esawy imaging oral board of breast imaging part I (mammography )33-Dr Ahmed Esawy imaging oral board of breast imaging part I (mammography )
33-Dr Ahmed Esawy imaging oral board of breast imaging part I (mammography )
 
FOLLETO SOBRE LA HIGIENE Y LA ALIMENTACIÓN SALUDABLE
FOLLETO SOBRE LA HIGIENE Y LA ALIMENTACIÓN SALUDABLEFOLLETO SOBRE LA HIGIENE Y LA ALIMENTACIÓN SALUDABLE
FOLLETO SOBRE LA HIGIENE Y LA ALIMENTACIÓN SALUDABLE
 
Hábitos de alimentación saludable e higiene
Hábitos de alimentación saludable e higieneHábitos de alimentación saludable e higiene
Hábitos de alimentación saludable e higiene
 

Similaire à Onaral IITL_Brainstorm25feb10v4

CV of Konrad Paul Körding
CV of Konrad Paul KördingCV of Konrad Paul Körding
CV of Konrad Paul Körding
butest
 
2023-1113e-INFN-Seminari-Paolucci-BioInspiredSpikingLearningSleepCycles.pdf
2023-1113e-INFN-Seminari-Paolucci-BioInspiredSpikingLearningSleepCycles.pdf2023-1113e-INFN-Seminari-Paolucci-BioInspiredSpikingLearningSleepCycles.pdf
2023-1113e-INFN-Seminari-Paolucci-BioInspiredSpikingLearningSleepCycles.pdf
pierstanislaopaolucc1
 
Brain Computer Interface Next Generation of Human Computer Interaction
Brain Computer Interface Next Generation of Human Computer InteractionBrain Computer Interface Next Generation of Human Computer Interaction
Brain Computer Interface Next Generation of Human Computer Interaction
Saurabh Giratkar
 
Осадчий А.Е. Анализ многомерных магнито- и электроэнцефалографических данных ...
Осадчий А.Е. Анализ многомерных магнито- и электроэнцефалографических данных ...Осадчий А.Е. Анализ многомерных магнито- и электроэнцефалографических данных ...
Осадчий А.Е. Анализ многомерных магнито- и электроэнцефалографических данных ...
bigdatabm
 
Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...
Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...
Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...
InsideScientific
 
STUDY AND IMPLEMENTATION OF ADVANCED NEUROERGONOMIC TECHNIQUES
STUDY AND IMPLEMENTATION OF ADVANCED NEUROERGONOMIC TECHNIQUES STUDY AND IMPLEMENTATION OF ADVANCED NEUROERGONOMIC TECHNIQUES
STUDY AND IMPLEMENTATION OF ADVANCED NEUROERGONOMIC TECHNIQUES
acijjournal
 

Similaire à Onaral IITL_Brainstorm25feb10v4 (20)

CV of Konrad Paul Körding
CV of Konrad Paul KördingCV of Konrad Paul Körding
CV of Konrad Paul Körding
 
Neuroinformatics
NeuroinformaticsNeuroinformatics
Neuroinformatics
 
Reviewpaperrevised
ReviewpaperrevisedReviewpaperrevised
Reviewpaperrevised
 
Computational neuropharmacology drug designing
Computational neuropharmacology drug designingComputational neuropharmacology drug designing
Computational neuropharmacology drug designing
 
2023-1113e-INFN-Seminari-Paolucci-BioInspiredSpikingLearningSleepCycles.pdf
2023-1113e-INFN-Seminari-Paolucci-BioInspiredSpikingLearningSleepCycles.pdf2023-1113e-INFN-Seminari-Paolucci-BioInspiredSpikingLearningSleepCycles.pdf
2023-1113e-INFN-Seminari-Paolucci-BioInspiredSpikingLearningSleepCycles.pdf
 
Brain Computer Interface Next Generation of Human Computer Interaction
Brain Computer Interface Next Generation of Human Computer InteractionBrain Computer Interface Next Generation of Human Computer Interaction
Brain Computer Interface Next Generation of Human Computer Interaction
 
Осадчий А.Е. Анализ многомерных магнито- и электроэнцефалографических данных ...
Осадчий А.Е. Анализ многомерных магнито- и электроэнцефалографических данных ...Осадчий А.Е. Анализ многомерных магнито- и электроэнцефалографических данных ...
Осадчий А.Е. Анализ многомерных магнито- и электроэнцефалографических данных ...
 
Appelbaum beam talk_library_digitalscholarship_final
Appelbaum beam talk_library_digitalscholarship_finalAppelbaum beam talk_library_digitalscholarship_final
Appelbaum beam talk_library_digitalscholarship_final
 
eLearning, Interactive Hypermedia, Neuroscience Icalt06 presentation
eLearning, Interactive Hypermedia, Neuroscience Icalt06 presentationeLearning, Interactive Hypermedia, Neuroscience Icalt06 presentation
eLearning, Interactive Hypermedia, Neuroscience Icalt06 presentation
 
Autism Genetics
Autism  GeneticsAutism  Genetics
Autism Genetics
 
Final prasoon
Final prasoonFinal prasoon
Final prasoon
 
Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...
Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...
Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...
 
ANN presentataion
ANN presentataionANN presentataion
ANN presentataion
 
138693 28152-brain-chips
138693 28152-brain-chips138693 28152-brain-chips
138693 28152-brain-chips
 
STUDY AND IMPLEMENTATION OF ADVANCED NEUROERGONOMIC TECHNIQUES
STUDY AND IMPLEMENTATION OF ADVANCED NEUROERGONOMIC TECHNIQUES STUDY AND IMPLEMENTATION OF ADVANCED NEUROERGONOMIC TECHNIQUES
STUDY AND IMPLEMENTATION OF ADVANCED NEUROERGONOMIC TECHNIQUES
 
Brain chips
Brain chipsBrain chips
Brain chips
 
Mind reading computers
Mind reading computersMind reading computers
Mind reading computers
 
blue brain
blue brainblue brain
blue brain
 
OBC | Observing the brain to know ourselves
OBC | Observing the brain to know ourselvesOBC | Observing the brain to know ourselves
OBC | Observing the brain to know ourselves
 
Neuroscience and Cinema
Neuroscience and CinemaNeuroscience and Cinema
Neuroscience and Cinema
 

Dernier

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Victor Rentea
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 

Dernier (20)

MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 
Spring Boot vs Quarkus the ultimate battle - DevoxxUK
Spring Boot vs Quarkus the ultimate battle - DevoxxUKSpring Boot vs Quarkus the ultimate battle - DevoxxUK
Spring Boot vs Quarkus the ultimate battle - DevoxxUK
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdf
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
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
 
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
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 

Onaral IITL_Brainstorm25feb10v4

  • 1. The Learning Brain: Is there a role for Neuroimaging ?
  • 2. Question posed by Faculty fromCollege of Media Arts and Design Psychology, College of Arts and Sciences College of Nursing and Health Professions Computer Science, College of Engineering Neurology, Psychiatry, College of Medicine School of Biomedical Engineering, Science and Health Systems Cognitive Neuroengineering & Quantitative Experimental Research Collaborative
  • 3.
  • 4.
  • 7.
  • 9.
  • 10. CONQUER CollabOrative(Cont’s)Cognitive Neuroengineering & Quantitative Experimental Research Collaborative Laboratory emphasis on collaborative interdisciplinary international research Brain in Learning Learning in virtual reality Problem solving Acquisition and learning of motor skills Human Performance and Training Cognitive workload assessment Transition from novice to expert… Brain Computer Interface (BCI) Neurorehabilitation in Traumatic Brain injury… cognitive development… aging Depth of Anesthesia Pediatric monitoring…
  • 12. … enables the study of cortical activation-related to hemodynamic changes in natural environments and diverse field conditions Functional Near-Infrared [fNIR] Spectroscopy
  • 13.
  • 14. Physiological Principles of fNIR Neural Activity & Hemodynamic Response Neurons consume energy (glucose) when activated Oxygen is required to metabolize the glucose As clusters of neurons are activated, there is an increased need for oxygen in that area Oxygen is transported to neural tissue via oxy-hemoglobin in the blood The oxygen exchange occurs in the capillary beds As oxy-hemoglobin gives up oxygen to the neural tissue, it is transformed into deoxygenated hemoglobin Oxy-Hb and deoxy-Hb are correlates of brain activity through oxygen consumption by neurons David J. Heeger & David Ress. (2002)What does fMRI tell us about neuronal activity? Nature Reviews Neuroscience 3, 142-151
  • 15. Near IR Stimuli Presentation Peak Oxygenation Initial Dip Post stimulus undershoot Principles of fNIR III Optical Window in Tissue .G Io I .G Modified Beer-Lambert Law
  • 16. Drexel fNIR Instrumentation fNIR Technology Evolution Wireless system Fiber-Based Full Head Research System Continuous Wave Portable system 2001-08 2008-
  • 17. Assessment of Cognitive Function Target Categorization Target fMRI Results Infrequent Events Transiently Activate Human Prefrontal and Parietal Cortex as Measured by Functional MRI Gregory Mccarthy, Marie Luby, John Gore, And Patricia Goldman-Rakic. J. Neurophysiol. 77: 1630–1634, 1997. Courtesy of Dr. Scott Bunce
  • 18. Assessment of Cognitive Function Target Categorization (Cont’d) fNIR Results fNIR Data Right Left Izzetoglu M, Izzetoglu K, Bunce S, Ayaz, H, Devaraj A, Onaral B, Pourrezaei K “Functional Near Infrared Neuroimaging”, Accepted to IEEE Transaction on Neural Systems and Rehabilitation Engineering – Special Issue on Neural Engineering
  • 19. Assessment of Cognitive Function Working Memory (n-back Task)
  • 20. Assessment of Cognitive Function Working Memory (n-back Task) n-back results performance>90% Results agree with fMRI results from Smith & Jonides, 1997. Izzetoglu M, Bunce S, Onaral B, “Single Trial Hemodynamic Response Estimation in Event Related fNIR Spectroscopy”, Proc. of Optical Society of America Conference, 2003
  • 21. Application Areas fNIR Applications Trainingand LearningApplications Training and Workload Assessment of Soldiers and Unmanned Aerial Vehicle Ground Controllers Assessment of Cognitive Workload of Air Traffic Controllers Problem Solving by Learners Simulation and Multimedia Applications Brain Computer Interface(BCI) Computer Gaming Clinical Applications Depth of Anesthesia Monitoring Traumatic Brain Injury and Neurorehabilitation… Cognitive Aging Pediatric Applications…. Mental Health… BCI in Neurodegenerative Diseases (i.e., ALS)
  • 22. Optimized Learning via Closed-Loop System(Brain in the Loop of Learning)
  • 23. A Real-Time Application to TrainingNovice to Expert Transitioning UAV Ground Controllers
  • 24. Assessment of Cognitive Workload of Air Traffic Controllers © FAA.gov http://www.faa.gov/air_traffic/publications/controller_staffing/video_plan/ Controller Workforce – A Plan for the Future Workload manipulated by number of planes: n= 6,12,18 fNIR measures analyzed to perform comparison study between data & voice communications
  • 25. Human Performance Assessment Solution for natural environments Cognitive Baselining & Performance Indices
  • 26. BIS Monitoring fNIR Monitoring Depth of Anesthesia Monitoring Goal:To translate the existing laboratory fNIR system, into a first generation clinical prototype for a depth of anesthesia monitor to prevent awareness during surgery.
  • 27. Problem Solving & Math Learning Tangrams Arithmetic operations
  • 28. Multimedia Application Brain Activity Monitoring in VR Environment