Kevin Miller
@kevinjmiller10
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Computational cognitive neuroscientist. Research scientist at @DeepMind Neuroscience Lab. https://t.co/Wf1Bh6HeZN
London, England
Joined August 2016
Cognitive models of behavior are a key part of neuroscience. But discovering them is hard!. In new work from @GoogleDeepMind Neuroscience and collaborators @HHMIJanelia, we demonstrate an approach that uses LLMs and large datasets to discover models automatically.
Can LLMs be used to discover interpretable models of human and animal behavior?🤔. Turns out: yes!. Thrilled to share our latest preprint where we used FunSearch to automatically discover symbolic cognitive models of behavior. 1/12
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RT @ankit_s_anand: One of the things i am excited these days is about using LLMs for discovery. It started with the excitement about #FunSe….
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RT @CarolineWang98: I'm excited to share that I will be joining as a student researcher at Google DeepMind in Montreal next week, hosted by….
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RT @SashaVNovikov: After 1.5 years of work, I'm so excited to announce AlphaEvolve – our new LLM + evolution agent!.Learn more in the blog….
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RT @GoogleDeepMind: Introducing AlphaEvolve: a Gemini-powered coding agent for algorithm discovery. It’s able to:. 🔘 Design faster matrix….
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RT @StephensonJones: 🎉Thrilled that the lab’s first paper is out today in @Nature! Credit to the amazing @cesca_gst, @HernyMV and @YviJohan….
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RT @GoogleDeepMind: We built an AI model to simulate how a fruit fly walks, flies and behaves – in partnership with @HHMIJanelia. 🪰. Our co….
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RT @srinituraga: Happy to share this work in collaboration with my @HHMIJanelia colleagues @vaxenburg, Igor Siwanowicz, @KristinMBranson, @….
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RT @pcastr: Looking to hire a student researcher to work on cool project for 6 months in DeepMind Montreal. Reqs: .- Full-time masters/Ph….
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RT @neuro_kim: New work with @VikramGadagkar 's group on the role of dopamine, across development, as songbirds learn to sing 🐦⬛🎶.
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RT @demishassabis: Hypothesis generation and testing is a critical capability for AGI imo. Super excited about our AI co-scientist and othe….
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RT @tweetsatpreet: 📣 Excited to announce our workshop "Agent-Based Models in Neuroscience: Complex Planning, Embodiment, and Beyond" at the….
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RT @sunw37: 1/12 How do animals build an internal map of the world? In our new paper, we tracked thousands of neurons in mouse CA1 over day….
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RT @neuro_kim: Very pleased to share our recent work, in which we use LLMs for automated discovery of interpretable models of animal behavi….
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RT @pcastr: Lots more details, analyses, and results in the paper, which I encourage you to check out!. 10/12.
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RT @pcastr: We also analyzed the interpretability-accuracy tradeoff of our generated programs, and found a form of "efficient frontier". Al….
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With brilliant co-lead @neuro_kim and brilliant co-authors @pcastr, @weballergy, @ankit_s_anand, Navodita Sharma, @NeuroRishika, Aparna Dev, @KubaPerlin, Siddhant Jain, Kyle Levin, @EltetoNoemi, @wwdabney, Alex Novikov, Glenn Turner, @eckstein_maria, and @nathanieldaw.
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Discovered models take the form of short computer programs. They fit data well and are often surprisingly quite interpretable!. Read more in @pcastr's thread above or in our @biorxivpreprint: .
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