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Introduction to the orientation held on June 5th, 2021, for the online AI competition to implement working memory
https://wba-initiative.org/en/18687/

Introduction to the orientation held on June 5th, 2021, for the online AI competition to implement working memory
https://wba-initiative.org/en/18687/

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Introduction to the 5th Whole Brain Architecture Hackathon Orientation

  1. 1. The 5th Whole Brain Architecture Hackathon Orientation June 2021 The Whole Brain Architecture Initiative & Cerenaut
  2. 2. Introduction ●Background ○ Who we are ○ The Whole Brain Architecture Approach ○ WBA Hackathons ○ Gist of the Hackathon ●Competition ○ Gist of the Competition ○ Evaluation 00h00〜00h10
  3. 3. Background
  4. 4. Who we are
 We are partners The Whole Brain Architecture Initiative the Non-profit Organization & Cerenaut for creating brain-inspired artificial general intelligence
  5. 5. International collaborations ● WBAI (Japan) ● Luria (New York) ● Numenta (co-authored Boosted RSM) Understand animal intelligence / the brain Improve machine intelligence ○ Independent Research Group ○ Interested in interaction of brain regions for intelligent behaviour and decision making Cerenaut Supervise graduate students at Monash Founded in 2018, Publishing since 2012
  6. 6. Mission: to promote the open development of Whole Brain Architecture The Whole Brain Architecture Approach
  7. 7. The Whole Brain Architecture Approach
 ‘to create a human-like artificial general intelligence (AGI) 
 by learning from the architecture of the entire brain.’ 
 AGI Artificial General Intelligence ≒ Human-like/Human-level AI The WBA Approach to mimic/reverse-engineer the human brain having general intelligence
  8. 8. WBA Hackathons for knowledge and skills amelioration and socializing among students/researchers in computational neuroscience and AI Key Concept Hackathon theme The Whole Brain Architecture Core Hypothesis Open platform strategy Start learning from the Brain Combined ML Cognitive Architecture with LIS (3D simulation environment) Tactile mini-Hackathon, Hippocampus Hackathon 2015 2016 2017 2018 Providing a brain reference architecture Tasks performed with gaze control
  9. 9. The gist of the 5th WBA Hackathon ❖ To implement Working Memory ❖ To solve Match-to-Sample Tasks ❖ A sample (brain-inspired) cognitive architecture provided ❖ Biological plausibility to be evaluated
  10. 10. Working Memory ● Short-term memory used in performing tasks ○ Used in any task that requires remembering recent past ● A building block of intelligence ● Not really has been addressed in artificial-neural-network-oriented AI So it is a challenge!
  11. 11. The Competition
  12. 12. Competition ● Period: May 〜 August, 2021 ● On the CodaLab AI competition platform ● Code on GitHub will be examined. ● Evaluation 〜 September, 2021 ● Max 100,000 JPY reward
  13. 13. Evaluation Your submission will be evaluated with: ● Task performances ● Biological plausibility of your code ○ Written justification required ○ The code will be inspected.
  14. 14. The rest of the session • Introduction: 0h00-0h10 • Task details: 0h10-0h25 • Neuroscientific issues: 0h25-0h35 • Architecture details: 0h35-0h50 • Instruction on the CodaLab competition: 0h50-1h00 • Intermission with Q&A including a commercial: 1h00-1h15 • Hands-on session: 1h15-2h00

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