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I am excited to announce Associative Memory & Hopfield Networks Workshop NeurIPS Conference 2023! We have a stellar lineup of invited speakers. The call for contributed papers is now open. See you in New Orleans! Website: amhn.vizhub.ai Submission: openreview.net/group?id=NeurI…

Please consider submitting to our exciting #NeurIPS2023 workshop on the latest developments in Associative Memory & Hopfield Networks!

The CfP for our NeurIPS Conference Workshop on Associative Memory & Hopfield Networks is out! The deadline is Sep 29th! Details: amhn.vizhub.ai/cfp/ Speakers: John Hopfield Dmitry Krotov Sepp Hochreiter Carlo Lucibello Krzysztof Choromanski FieteGroup MIT-IBM Watson AI Lab Harvard University IBM Research

At #BernsteinConference2023 & interested in motor control? Visit poster III C06 (Thu, 12:30). Sunny Duan FieteGroup & I show a model that instantiates hypotheses about how different learning mechanisms in M1, cerebellum & integrative cortex help tackle challenging control tasks

Mechanistic interpretability is not only for ML or LLM, but is even more promising for Science! A few months ago, we proposed a brain-inspired method (BIMT) for NN interpretability; Now we're happy to see that it can give something back to neuroscience - Growing brains in RNNs!

Excited to begin announcing our #NeurIPS2023 workshop & conference papers (1/10)! 🔥🚀An Information-Theoretic Understanding of Maximum Manifold Capacity Representations🚀🔥 w/ amazing cast Victor Lecomte Berivan Isik Sanmi Koyejo Ravid Shwartz Ziv Andrey Gromov @KhonaMikail Yann LeCun 1/7

Announcing #2 in our #NeurIPS2023 workshop & conference papers series (2/10)!! 🔎🧠Testing Assumptions Underlying a Unified Theory for the Origin of Grid Cells🔎🧠 w @KhonaMikail FieteGroup Sanmi Koyejo & Adrian Bertagnoli Paper: openreview.net/forum?id=vYixJ… 🧵👇 1/8

Excited to announce: 🔥🧠 Associative Memory Under the Probabilistic Lens 🧠🔥 w @KhonaMikail Andrey Gromov Sanmi Koyejo Mitchell Ostrow FieteGroup & Nika Zahedi Appearing @ #NeurIPS2023 Associative Memory & Hopfield Networks Workshop ! 🧵👇 1/7

Tweet thread coming up!

Thanks Doris Tsao for your kind & thoughtful words about our work! I am glad that you find it beautiful, creative and conceptually insightful! For folks who would like to know more: Short talk on Vector-HaSH youtu.be/P4kHqk0FltY?si… Short talk on MESH youtu.be/2l7gF_cn-1Y?si…

Thank you so much Sebastian Seung for appreciating our work! I am glad to hear that you consider it a breakthrough in theoretical neuroscience! For folks who would like to know more: Short talk on Vector HaSH youtu.be/P4kHqk0FltY?si… Short talk on MESH youtu.be/2l7gF_cn-1Y?si…

Finally a tweeprint on our recent preprint presenting Vector-HaSH ! Vector-HaSH extends MESH to unify two important and seemingly independent roles of hippocampus: Spatial Mapping and Episodic Memory ! Brief talk: youtube.com/watch?v=P4kHqk… Preprint: biorxiv.org/content/10.110… 1/n

1/ Super-excited to share our new work “Episodic and associative memory from spatial scaffolds in the hippocampus”, out in Nature today! nature.com/articles/s4158… FieteGroup Sugandha Sharma @ CVPR 2025 Rishidev Chaudhuri. Key insights and ideas 👇#tweeprint

How does one brain circuit encode memories of both places and events? 🧠 The answer is out in Nature today! (proud to have lead this work as a Co-First author FieteGroup ) 🔗 nature.com/articles/s4158… Talk: youtube.com/watch?v=P4kHqk… This work extends MESH: proceedings.mlr.press/v162/sharma22b

Pleased to share that our work on "Episodic and associative memory from spatial scaffolds in the hippocampus" has been published in Nature today.

1/ Our paper appeared in nature today! nature.com/articles/s4158… FieteGroup @KhonaMikail. Explains emergence of multiple grid cell modules, w/ excellent match to data! Novel mechanism for applying across vast systems from development to ecosystems. 🧵👇

1/ Excited to share our recent work in #ICML2025, “A multi-region brain model to elucidate the role of hippocampus in spatially embedded decision-making”. 🎉 🔗 minzsiure.github.io/multiregion-br… Joint w/ FieteGroup Jaedong Hwang, Brody Lab, Princeton Neuroscience Institute ⬇️ 🧵 for key takeaways