SlideShare a Scribd company logo
1 of 53
 
What I cannot create I do not understand Richard Feynman’s last board
A multi-scale data problem Scale Whole brain data (20 um microscopic MRI) Mosiac LM images (1 GB+) Conventional LM images Individual cell morphologies EM volumes & reconstructions Solved molecular structures
Reverse-engineering? A system whose mechanisms are obscured
What is reverse-engineering? System whose mechanisms  are obscured Individual components and an explanation of how they fit together
What is reverse-engineering? Provide a framework of parts ready to be snapped together
Put the parts back together
A multi-scale synthesis problem
Simulation-based research ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Enter the worm: c. elegans What’s up, baby?
Virtual physical organisms in a computer simulation
In search of nature’s design principles via simulation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Enter the worm: c. elegans I’ve only got 1000 cells in my whole body… please simulate me!
A complete simulation of the worm’s brain, body and environment Simulated World Detailed simulation of  worm body Detailed simulation of  cellular activity
The goal:  understanding  a faithfully simulated organism end to end Extracting mathematical principles from biological systems is necessary if we are going to understand and reconstruct the much larger system of the human.
Outreach: put the model online and let the world play with it ,[object Object],[object Object],[object Object]
Worm biology ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
C. Elegans disease models Kaletta & Hengartner, 2006
Can present drugs Kaletta & Hengartner, 2006
Entire cell lineage mapped
Entire cell lineage mapped
Entire cell lineage mapped
Entire cell lineage mapped
Full connectome Varshney, Chen, Paniaqua, Hall and Chklovskii, 2011
P. Sauvage et al. / Journal of Biomechanics 2011 Biomechanics
 
Interrogation of Behavior
Core platform: Open Worm project
One core hooks together multiple simulation engines addressing diverse biological behavior
Estimates of computational complexity ,[object Object],[object Object],[object Object],[object Object],[object Object],Source:  http://csgillespie.wordpress.com/2011/01/25/cpu-and-gpu-trends-over-time/
Mechanical model Palayanov, Khayrulin, Dibert (submitted)
3D body plan Christian Grove, Wormbase
Team – A brief history
Collaboration technologies used
Jan – Sept 2011
Architecture
Neuronal model GPU Performance Testing:  302 Hodgkin-Huxley neurons for 140 ms (dt = 0.01ms) Architecture proof of concept using Hodgkin-Huxley neurons ms
Worm Browser http://www.youtube.com/watch?v=nAd9rMey- _0
Physics: SPH Smoothed particle hydrodynamics (SPH) algorithm for soft-body / liquid finite element interactions
Soft-body & fluid mechanics
Finite element modeling
C.elegans neuron models in NeuroML
Mendeley group has 234 references
Presented poster at Neuroinformatics 2011
OpenWorm links: ,[object Object],[object Object],[object Object]
[object Object]
 
Muscle cell with “arms” Cell Body 5 arms,  10 compartments each, passive currents Cell body, 1 compartment, active currents Boyle & Cohen, 2007
Case study: locomotion Gao et al, 2011
Conductance model of c. elegans muscle cell Boyle & Cohen, 2007
Cell Body Cell Body Cell Body Cell Body Cell Body Cell Body Cell Body Cell Body Cell Body Cell Body Cell Body Cell Body Quadrant 1 Quadrant 2 Quadrants of muscle cells
Genetic Algorithms and Parameter optimization Achard, De Schutter, 2006
Gaming and crowdfunding

More Related Content

Viewers also liked (7)

Reverse Engineering The Brain, Online
Reverse Engineering The Brain, OnlineReverse Engineering The Brain, Online
Reverse Engineering The Brain, Online
 
IK - Reverse Engineering + MMIR
IK - Reverse Engineering + MMIRIK - Reverse Engineering + MMIR
IK - Reverse Engineering + MMIR
 
Mi 291 chapter 3 (reverse engineering)(1)
Mi 291 chapter 3 (reverse engineering)(1)Mi 291 chapter 3 (reverse engineering)(1)
Mi 291 chapter 3 (reverse engineering)(1)
 
Reverse engineering
Reverse engineeringReverse engineering
Reverse engineering
 
Reverse engineering
Reverse  engineeringReverse  engineering
Reverse engineering
 
Reverse engineering
Reverse engineeringReverse engineering
Reverse engineering
 
Reverse engineering & its application
Reverse engineering & its applicationReverse engineering & its application
Reverse engineering & its application
 

Similar to Open worm public hangout 10-08-11

Singularity presentation Ray Kurzweil at Google
Singularity presentation Ray Kurzweil at GoogleSingularity presentation Ray Kurzweil at Google
Singularity presentation Ray Kurzweil at Google
Sergio Stein
 
Raymond Kurzweil presentation
Raymond Kurzweil presentationRaymond Kurzweil presentation
Raymond Kurzweil presentation
Antonio Eram
 
Kain042710 mit sloan-school
Kain042710 mit sloan-schoolKain042710 mit sloan-school
Kain042710 mit sloan-school
Erik Chan
 
Swarm Intelligence State of the Art
Swarm Intelligence State of the ArtSwarm Intelligence State of the Art
Swarm Intelligence State of the Art
Marek Kopel
 
Kurzweil ~ Humanity+
Kurzweil ~ Humanity+Kurzweil ~ Humanity+
Kurzweil ~ Humanity+
Brian Ahier
 
Reductive and Representational Explanation in Synthetic Neuroethology
Reductive and Representational Explanation in Synthetic NeuroethologyReductive and Representational Explanation in Synthetic Neuroethology
Reductive and Representational Explanation in Synthetic Neuroethology
petemandik
 
Framsticks
FramsticksFramsticks
Framsticks
Sayyed Z
 
20080620 Formal systems/synthetic biology modelling re-engineered
20080620 Formal systems/synthetic biology modelling re-engineered20080620 Formal systems/synthetic biology modelling re-engineered
20080620 Formal systems/synthetic biology modelling re-engineered
Jonathan Blakes
 

Similar to Open worm public hangout 10-08-11 (20)

Singularity presentation Ray Kurzweil at Google
Singularity presentation Ray Kurzweil at GoogleSingularity presentation Ray Kurzweil at Google
Singularity presentation Ray Kurzweil at Google
 
Raymond Kurzweil presentation
Raymond Kurzweil presentationRaymond Kurzweil presentation
Raymond Kurzweil presentation
 
Kain042710 mit sloan-school
Kain042710 mit sloan-schoolKain042710 mit sloan-school
Kain042710 mit sloan-school
 
Technology Runs to Get Brains’ Control
Technology Runs to Get Brains’ ControlTechnology Runs to Get Brains’ Control
Technology Runs to Get Brains’ Control
 
Introduction to systems biology – How systems work?
Introduction to systems biology – How systems work?Introduction to systems biology – How systems work?
Introduction to systems biology – How systems work?
 
Lecture at the C3BI 2018
Lecture at the C3BI 2018Lecture at the C3BI 2018
Lecture at the C3BI 2018
 
Swarm Intelligence State of the Art
Swarm Intelligence State of the ArtSwarm Intelligence State of the Art
Swarm Intelligence State of the Art
 
Kurzweil ~ Humanity+
Kurzweil ~ Humanity+Kurzweil ~ Humanity+
Kurzweil ~ Humanity+
 
Morphogenetic Engineering: Reconciling Architecture and Self-Organization Thr...
Morphogenetic Engineering: Reconciling Architecture and Self-Organization Thr...Morphogenetic Engineering: Reconciling Architecture and Self-Organization Thr...
Morphogenetic Engineering: Reconciling Architecture and Self-Organization Thr...
 
Reductive and Representational Explanation in Synthetic Neuroethology
Reductive and Representational Explanation in Synthetic NeuroethologyReductive and Representational Explanation in Synthetic Neuroethology
Reductive and Representational Explanation in Synthetic Neuroethology
 
ssie_ibic_lecture21_slides.pdf
ssie_ibic_lecture21_slides.pdfssie_ibic_lecture21_slides.pdf
ssie_ibic_lecture21_slides.pdf
 
Wrangling Complex Systems
Wrangling Complex SystemsWrangling Complex Systems
Wrangling Complex Systems
 
Evolutionary Symbolic Discovery for Bioinformatics, Systems and Synthetic Bi...
Evolutionary Symbolic Discovery for Bioinformatics,  Systems and Synthetic Bi...Evolutionary Symbolic Discovery for Bioinformatics,  Systems and Synthetic Bi...
Evolutionary Symbolic Discovery for Bioinformatics, Systems and Synthetic Bi...
 
BRN Seminar 12/06/14 From Systems Biology
BRN Seminar 12/06/14 From Systems Biology BRN Seminar 12/06/14 From Systems Biology
BRN Seminar 12/06/14 From Systems Biology
 
From systems biology
From systems biologyFrom systems biology
From systems biology
 
A ann neural Aj NN ghgh hghyt gWeek 1.pptx
A  ann neural Aj  NN ghgh hghyt gWeek 1.pptxA  ann neural Aj  NN ghgh hghyt gWeek 1.pptx
A ann neural Aj NN ghgh hghyt gWeek 1.pptx
 
Genomic Mapping of Hippocampus
Genomic Mapping of HippocampusGenomic Mapping of Hippocampus
Genomic Mapping of Hippocampus
 
Framsticks
FramsticksFramsticks
Framsticks
 
Synthetic Biology
Synthetic BiologySynthetic Biology
Synthetic Biology
 
20080620 Formal systems/synthetic biology modelling re-engineered
20080620 Formal systems/synthetic biology modelling re-engineered20080620 Formal systems/synthetic biology modelling re-engineered
20080620 Formal systems/synthetic biology modelling re-engineered
 

Recently uploaded

Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
WSO2
 
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
 
+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...
?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@
 
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
 
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
 

Recently uploaded (20)

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...
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
Introduction to use of FHIR Documents in ABDM
Introduction to use of FHIR Documents in ABDMIntroduction to use of FHIR Documents in ABDM
Introduction to use of FHIR Documents in ABDM
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
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
 
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...
 
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
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
+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...
 
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelMcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
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
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
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
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
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
 
AI in Action: Real World Use Cases by Anitaraj
AI in Action: Real World Use Cases by AnitarajAI in Action: Real World Use Cases by Anitaraj
AI in Action: Real World Use Cases by Anitaraj
 

Open worm public hangout 10-08-11