Decoding the Brain's Mysteries: Computational Complexity & Autoregression Theory 🧠
Join Professor Elan Barenholtz as he explores the computational complexity of the brain through his innovative Autoregression Theory of Cognition. Discover how these ideas shed light on the mind's intricate processes.

ekkolápto
1.1K views • May 10, 2025

About this video
Professor Elan Barenholtz discusses ideas in computational complexity under the framework of his Autoregression Theory of Cognition.
Follow Professor Barenholtz on:
• Substack: https://substack.com/@generativebrain
• Website: https://www.barenholtz.ai
• X (Twitter): https://x.com/ebarenholtz
• YouTube: https://www.youtube.com/@UC3exHZoJ7R4GsXCDdg_hiFQ
NEWS! Ekkolápto's next in-person Polymath Salon is at UT Austin on May 17! OpenAI and UT Austin's Professor Scott Aaronson will be doing a live Q&A on his influential work "Why Philosophers Should Care About Computational Complexity". RSVP here: https://lu.ma/complexity
Previous ekkolápto salon on cognitive and computational properties of disease: https://youtu.be/TN4aMXWpnoI
Ekkolápto is an interdisciplinary research organization focused on modifying capabilities of the brain and body to better understand reality. Visit us at ekkolapto.org to learn more.
• Our research hackathon at MIT Media Lab from October 2024, featuring Stephen Wolfram, Joscha Bach, Manolis Kellis, David Sinclair, and many more: https://www.youtube.com/watch?v=AYEVmcz6ahw&list=PLy5dPSW_KkniuHpoLwlzkYcxhxn50Mn0T
• ekkolápto Substack: https://ekkolapto.substack.com
Other Useful Links:
• instagram.com/ekkolapto
• x.com/ekkolapto
• High School Student Explains Strengths and Weaknesses of String Theory: https://youtu.be/Ffn1awzznjM
• Young Philosopher Explains How Simulations = Language: https://www.youtube.com/watch?v=8JTmATbI4Lc
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Follow Professor Barenholtz on:
• Substack: https://substack.com/@generativebrain
• Website: https://www.barenholtz.ai
• X (Twitter): https://x.com/ebarenholtz
• YouTube: https://www.youtube.com/@UC3exHZoJ7R4GsXCDdg_hiFQ
NEWS! Ekkolápto's next in-person Polymath Salon is at UT Austin on May 17! OpenAI and UT Austin's Professor Scott Aaronson will be doing a live Q&A on his influential work "Why Philosophers Should Care About Computational Complexity". RSVP here: https://lu.ma/complexity
Previous ekkolápto salon on cognitive and computational properties of disease: https://youtu.be/TN4aMXWpnoI
Ekkolápto is an interdisciplinary research organization focused on modifying capabilities of the brain and body to better understand reality. Visit us at ekkolapto.org to learn more.
• Our research hackathon at MIT Media Lab from October 2024, featuring Stephen Wolfram, Joscha Bach, Manolis Kellis, David Sinclair, and many more: https://www.youtube.com/watch?v=AYEVmcz6ahw&list=PLy5dPSW_KkniuHpoLwlzkYcxhxn50Mn0T
• ekkolápto Substack: https://ekkolapto.substack.com
Other Useful Links:
• instagram.com/ekkolapto
• x.com/ekkolapto
• High School Student Explains Strengths and Weaknesses of String Theory: https://youtu.be/Ffn1awzznjM
• Young Philosopher Explains How Simulations = Language: https://www.youtube.com/watch?v=8JTmATbI4Lc
#computationalcomplexity #theoryofintelligence #openai #chatgpt #largelanguagemodels #llm #elanbarenholtz #danvanzant #ekkolapto #fau #mpcrlab #machinelearning #cognitiverobotics #cognitivescience #erowid #neuroscience #intelligence #computationalneuroscience #karlfriston #friston #freeenergyprinciple #cybernetics #humanaugmentation #philosophyofmind #linguistics #computationallinguistics #autoregression #musiccognition #stablediffusion #ailecture #neuroscienceresearch #neuroanatomy #godel #incompletenesstheorem #stringtheory #qualia #kasina #kasinameditation #imagegeneration #psychedelics #psychonaut #nih #workingmemory #shorttermmemory #iq #iqtest #longtermmemory #neuroscienceprofessor #aiprofessor #gestalt #complexityscience #sfi #santafeinstitute #neurophilosophy #gradientdescent #mathematicslecture #philosophylecture #informationtheory #claudeshannon #hyperdimensionalcomputing #graphtheory #numbertheory #categorytheory #memoryloss #alzheimersresearch #neuropharmacology #theoreticalneuroscience #theoreticalcomputerscience #theoryofeverything #theoriesofeverything #theoreticalphysics
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Views
1.1K
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41
Duration
8:18
Published
May 10, 2025
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