Thousand Brains Project
@1000brainsproj
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Reverse engineering the neocortex 🧠 to revolutionize AI 🤖. An open-source initiative by @Numenta.
Redwood City
Joined May 2024
RT @vkakerbeck: I just read this great blog post about the lack of sensorimotor learning in current AI and how Piaget's theories, neuroscie….
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New video release:.@cortical_canon leads a recap of object behavior learning and segmentation from our May brainstorming week. How can we learn and infer behavior?. #EmbodiedAI.
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A brainstorming conversation on behavior, hierarchy, and edge cases in neocortical models. Jeff on fast generalization, @vkakerbeck on where the framework breaks, @cortical_canon on what we think we know.
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Ramy breaks down behaviors and dual reference frames in Monty 🧠 A clear, technical walkthrough that sparked team discussion 🔍. #ThousandBrains #AI #SensorimotorAI.
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🧠 New video! Jeff Hawkins and Niels Leadholm explore Viviane Clay’s proposal on thalamocortical circuitry and its role in composing objects and behaviors hierarchically. A fascinating step toward sensorimotor intelligence. 🎥. Watch now:
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Scott @SKnudstrup , @ramyamounir , and @hojaeklee recap early thinking on behavior modeling in the context of the Thousand Brains Theory 🧠.Each explores a different angle, aiming to map the current landscape and open questions 🧭. Video:.
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🧠 NEW VIDEO DROP!.Jeff dives into how behavior is modeled inside the neocortex, showing how hierarchical cortical columns drive behavior. A must-watch for anyone interested in sensorimotor learning and next-gen AI. 📽️ #Neocortex #AI #JeffHawkins.
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🎥 New video drop!.We debrief the robotics hackathon and dig into what worked, and what needs to change to make our software easier to use. Watch now: #Robotics #Hackathon #SensorimotorAI.
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🚨 New Video Drop! 🚨.What if child behavior could dynamically steer the parent’s reference frame? 🤯. Watch @vkakerbeck break new ground in behavior-driven control with an elegant solution. 🎥 #AI #EmbodiedLearning #ThousandBrainsProject.
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🧠 New video! We review the neural wiring from the thalamus to cortical columns, tracing how reference frames interact with the rest of the column. Plus a walkthrough of key open questions in modeling behavior. Watch now: #Neuroscience #ThousandBrains #AI.
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🔍 New Video Release: Review of the Cortical Circuit in Object Behavior. A deep dive into how the cortex makes sense of complex, dynamic objects. 🎥 #Neuroscience #AI #ThousandBrains.
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🚨 New video drop, the first in a series on object behavior, initiated at our Feb retreat. We dive into how the neocortex models behavior and tracks features through movement in cortical structures. Follow our journey as we uncover how behavior works. 🔗
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In this 2022 archive release: Heiko explores object representation, Luiz presents a new touch sensor and Ben confronts the challenge of object segmentation, and it all builds to the Monty architecture. 📽️ Watch now: #A #EmbodiedIntelligence.
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🧠 From the archive (2022).Jeff Hawkins breaks down the core challenges and ideas behind Monty:.Hierarchical models.Touch + vision.Object inference.Neural toolbox for generalization. A foundational deep dive for understanding our model’s evolution. 📺
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In 2022, Ben at @Numenta examines how to build separate models for objects without clear boundaries. Proposes a solution for Monty, and discusses implications for model structure and prediction. Watch the archive now: #computationalneuroscience #ML.
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🚀 3 years ago: Ben from @numenta dove deep into “Sorting Out Lipschitz Function Approximation” by Cem Anil et al., unpacking insights on reducing generalization error and boosting adversarial robustness. Watch now:
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In 2022, Jeff Hawkins flipped classical hierarchical object recognition on its head with hierarchical sensorimotor patches that let cortical columns learn compositional objects. Watch now: #JeffHawkins #SensorimotorAI #CompositionalHierarchy.
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🚀 Three years ago, we shared a bold vision for the future of AI, sensorimotor learning inspired by the human brain. We've come a long way since!. 📺 Watch now! #JeffHawkins #SensorimotorAI #AIRevolution.
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🧠 From the archives: Jeff dives deep into how the cortex might really store structured representations of the world. 🔗 #Neuroscience #AI #Cortex #JeffHawkins.
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