Gatsby Computational Neuroscience Unit @GatsbyUCL
We study the mathematical principles of learning, perception & action in brains & machines. Funded by the Gatsby Charitable Foundation. Based in @SWC_Neuro @UCL ucl.ac.uk/gatsby/ London, United Kingdom Joined September 2019-
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Animals can learn to use all kinds of brain-computer interfaces, from controlling single neurons to large populations of neurons in motor ctx. How do they do this? Thrilled to be finally sharing our research on this question, now up on biorxiv! 🧵
Congrats to Prof Andrew Saxe (@SaxeLab), joint SWC/@GatsbyUCL PI, and collaborators at @unicomplutense @Wellesley & Martin Luther University Halle-Wittenberg, on their @HFSP grant covering research on the emergence of collective intelligence. 🎉 Read more sainsburywellcome.org/web/research-n…
In-context learning (ICL) circuits emerge in a phase change... Excited for our new work "What needs to go right for an induction head (IH)?" We present "clamping", a method to causally intervene on dynamics, and use it to shed light on IH diversity + formation. Read on 🔎⏬
Excited to announce the 2nd Analytical Connectionism summer school! How can we mathematically understand neural network models of higher level cognition? Where: @FlatironCCN, New York When: Aug 12-23, 2024 Info: events.simonsfoundation.org/event/e070287e… Apply by May 17, travel awards available!
I’m really excited to see the NeuralPlayground team has finally put out a preprint: biorxiv.org/content/10.110…! My students in @raillabwits and @PrimeLabWits have already been making use of the library (github.com/SainsburyWellc…) and feeling the impact both for teaching and research.
"Learning to act in noisy contexts using deep proxy learning" Talk video now online! youtu.be/IGK9RL5KoEc?si… Slides: gatsby.ucl.ac.uk/~gretton/paper… from the Series on Modern AI at NYU engineering.nyu.edu/academics/depa… Based on papers: arxiv.org/abs/2105.04544 arxiv.org/abs/2106.03907
Proxy methods: not just for causal effect estimation! #aistats24 Adapt to domain shifts in an unobserved latent, with either -concept variables -multiple training domains arxiv.org/abs/2403.07442 Tsai @stephenpfohl @walesalaudeen96 @nicole_chiou Kusner @alexdamour @sanmikoyejo
Learning to act in noisy contexts using deep proxy learning Slides from the Tandon lecture (NYU March 11) now online! gatsby.ucl.ac.uk/~gretton/paper… Covers: arxiv.org/abs/2105.04544 arxiv.org/abs/2106.03907
Thank you! I've put the lectures online: Slides 1 (observed context): gatsby.ucl.ac.uk/~gretton/paper… Slides 2 (hidden context, IV and proxy): gatsby.ucl.ac.uk/~gretton/paper…
Thank you! I've put the lectures online: Slides 1 (observed context): gatsby.ucl.ac.uk/~gretton/paper… Slides 2 (hidden context, IV and proxy): gatsby.ucl.ac.uk/~gretton/paper…
Check out the @Neuroverse_Pod episode featuring @GatsbyUCL’s Pierre Glaser! ‘Designing Generative Models’: podcasters.spotify.com/pod/show/neuro… 🎧
Introducing Bonsai.ML, a new project by @ncguilbeault, @glopesdev @neurogears and @RapelaJoaquin that aims to empower @bonsai_rx workflows with state-of-the-art machine learning functionality: bonsai-rx.org/machinelearnin… 🧵(1/8)
"Learning to act in noisy contexts using deep proxy learning" Talk on March 11 at NYU 🏙️: engineering.nyu.edu/events/2024/03… Based on papers: arxiv.org/abs/2105.04544 arxiv.org/abs/2106.03907 Looking forward to it!
Excited to announce #CCN2024 will be held in Boston, MA Aug 6-9! Confirmed speakers: @NicoleCRust @SaxeLab @leylaisi @MatthiasBethge @_beenkim @mcxfrank Open soon: Paper submissions (due April 12); GAC, Keynote-and-Tutorial, community-led events (due Mar 29).
The Geometry & Dynamics of Learning workshop at @CosyneMeeting is starting! @ermgrant and @stefesseM on stage, co-organising with Alex Cayco Gajic, Angus Chadwick, @arna_ghosh, @helena_liu24, Sebastian Musslick, Arthur Pellegrino and me!
Are you interested in about mean-field approaches for feature-dependent networks? Want to know how connectivity structure impacts the response to optogenetic perturbations? Come to our posters this afternoon @CosyneMeeting
Tonight @CosyneMeeting, @jinnnnnlee will present our new paper on compositionality and curriculum learning: Why do animals need shaping? [arxiv.org/abs/2402.18361]
Tonight @CosyneMeeting, @jinnnnnlee will present our new paper on compositionality and curriculum learning: Why do animals need shaping? [arxiv.org/abs/2402.18361]
At #Cosyne2024? Don't forget to check out work involving our researchers!
We have multiple postdoc positions!! Send me an email or come meet me after my talk
We have multiple postdoc positions!! Send me an email or come meet me after my talk https://t.co/lQdHXCd2QO
Global optimality under amenable symmetry constraints. arxiv.org/abs/2402.07613
Kording —-& Lab �.. @KordingLab
42K Followers 4K Following Konrad kording, @Penn Prof, deep learning, brains, #causality, rigor, https://t.co/tTJW05RjpC, https://t.co/qf7ZHxiCUt, Transdisciplinary optimist, Dad, Loves outdoors, 🦖
Kanaka Rajan @KanakaRajanPhD
10K Followers 2K Following Associate Professor at Harvard & Kempner Institute. Applying computational frameworks & ML to decode multi-scale neural processes. Marathoner. Rescue dog mom.
Dan Goodman @neuralreckoning
12K Followers 614 Following Computational neuroscientist @imperialcollege. I like to make stuff: @briansimulator @neuromatch. 🐘 @[email protected]
Shahab Bakhtiari @ShahabBakht
3K Followers 1K Following || assistant prof @UMontreal || leading the systems neuroscience and AI lab (SNAIL) || @Mila_Quebec || #NeuroAI || vision and learning in brains and machines
Clémentine Dominé �.. @ClementineDomi6
2K Followers 2K Following PhD student @GatsbyUCL| Masters Theoretical Physics @OfficialUoM| @UCLA | Previously @SapienzaRoma | @CERN | @EPFL | Music Art Creator @Artlovessciences
Tony Zador @TonyZador
11K Followers 2K Following Neuroscientist at CSHL. Interests: neuroAI, molecular connectomics, & cortical circuits underlying decisions. Co-founder of Cosyne and NAISys meetings.
Andrew Saxe @SaxeLab
5K Followers 392 Following Prof at @GatsbyUCL and @SWC_Neuro, trying to figure out how we learn. Bluesky: @SaxeLab Mastodon: @[email protected]
David Sussillo @SussilloDavid
12K Followers 811 Following Comp neuro/deep learning. Research scientist at Meta Reality Labs. Adjunct prof at Stanford. Prev: Google Brain, Stanford postdoc. Milton Hershey Alum.
Ferenc Huszár @fhuszar
40K Followers 1K Following Secular Bayesian. Associate Professor in Machine Learning @Cambridge_CL. Talent aficionado at https://t.co/RbJkoLguey Alum of @Twitter, Magic Pony and @Balderton
Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeV
Adrian Valente @lowrank_adrian
1K Followers 2K Following I'm a small dynamical system, trying to make sense of a bigger dynamical system. Previously Phd student with @srdjan_ostojic, in search of a new home.
Rui Ponte Costa @somnirons
3K Followers 1K Following Computational neuroscientist bringing machine and neural learning closer together @OxNeuro @OxfordDPAG | #firstgen | @ERC_Research Grantee 🇵🇹🇪🇺🇬🇧🌳
Blake Richards @tyrell_turing
15K Followers 2K Following Researcher at @mcgillu combining AI and neuroscience. Also on Bluesky (@tyrellturing.bsky.social) and Mastodon: @[email protected].
Lea Duncker @leaduncker
2K Followers 650 Following incoming assistant prof at Columbia neuro theory center starting July 2024. previously at Stanford and Gatsby Unit. she/her
SueYeon Chung @s_y_chung
5K Followers 1K Following Assistant Professor @NYU_CNS & @FlatironCCN. Computational Neuroscience, Neural Network Theory, Neural Manifolds, Statistical Physics of Learning
Sam Power @sp_monte_carlo
17K Followers 7K Following Lecturer in Maths & Stats at Bristol. Interested in probabilistic + numerical computation, statistical modelling + inference. (he / him)
SWC @SWC_Neuro
5K Followers 842 Following The Sainsbury Wellcome Centre aims to discover the fundamental principles of how the brain drives behaviour. Based at @ucl, funded by Gatsby and @wellcometrust.
Tim Rocktäschel @_rockt
29K Followers 1K Following Open-Endedness Team Lead @GoogleDeepMind, Professor of AI @AI_UCL, PI @UCL_DARK, @ELLISforEurope Scholar. ex @MetaAI (FAIR), @CompSciOxford. Opinions my own.
Dan O'Shea @djoshea
2K Followers 1K Following I study how the brain controls movement and establishes dexterity. Neuroscientist and Engineer @Stanford in the Neural Prosthetics Systems Lab @[email protected]
Satish Talluri @satishtalluri
1K Followers 4K Following Investment Partner at Andreessen Horowitz. Previously - growth & product at AppDynamics, https://t.co/vipvmt4XDI, BCG, Intel
Atilla_Kelemen @Ata_Kelemen
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Christian Magelssen @magelssen_chr
313 Followers 765 Following PhD candidate, motor skill learning in alpine ski racing 📚| @UofG_alumni | Ski coach
Martin Bessone @BessoneMartin
104 Followers 2K Following
リンク @JosMinDeLrin
74 Followers 70 Following
Evan @syntaxsnac
7 Followers 267 Following
Angelo Varlotta @ange.. @varl42
2K Followers 2K Following ... interested in applied ml, sustainability, AI governance. Volunteer @climatematch/@neuromatch Professional Development.
Zhuu @caeriecake
2 Followers 23 Following
Yuki Li @YukiLi600094756
0 Followers 26 Following
plasmoidinho @plasmoidinho
10 Followers 84 Following
Mario Zarco @ZarcoMarioAL
17 Followers 402 Following Embodied Cognition | Ecological Psychology | VR | Computational Modeling Doctoral thesis under review | University of Auckland Mexican in New Zealand
jieun @jieun58549527
9 Followers 12 Following
Farwa Abbas @farwaabbas95
1 Followers 127 Following
Martingale Foundation @WeAreMartingale
422 Followers 342 Following Supporting a new generation of postgraduates to become STEM leaders
Martin Habif @MartinHabif
437 Followers 4K Following Scientifically speaking, Jack of all trades, master of none. Biased towards quantitative-life-sciences (he/him/his).
luz @luzalbaposse
1K Followers 1K Following quite generalist | ltd & ra at utdt / blockchain club | professional musician at emc | blockchain, neuroscience, and jazz | rn exploring zk computation
Harsh Srivastava (he/.. @sci_freak
437 Followers 2K Following Aspiring neuroscientist | MTech Y1, Biomedical Engineering (IIT Bombay) | MBBS (UPUMS)
Chris J. Maddison @cjmaddison
18K Followers 2K Following Asst. Prof. in Machine Learning at UofT and #LongCOVID patient.
Akanbi Roqeeb @AconbiRoqeeb
58 Followers 757 Following Muslim☪️ | Agro exporter | A geologist in making | Reader &Student of knowledge | Entrepreneur | Tech enthusiast | Optimist | Teacher | Peace& ❤️seeker
D. Chow @zhudngcho18
7 Followers 95 Following
Ik... @ikechukwuael
309 Followers 3K Following Mathematics, Computer Vision, AI, BioTech… 1 pixel | Protein per time!
galen @galenbrain
79 Followers 367 Following PhD student at UC Berkeley, theoretical neuroscience, vision, ML. The horrors are never-ending yet I remain silly. https://t.co/TdYeYbUChC
Lim Hoang @limdauto
41 Followers 346 Following SWE @Meta. ex @InflectionAI, QBLabs, @DeliverooEng, @Memrise | Engineering, edtech, AI, memory, standup, fiction. Also 🦮🐣. Here for the memes
Dae Houlihan 🦋 @DaeHoulihan
620 Followers 617 Following Computational cognitive science of emotion. Neukom postdoc fellow @Dartmouth | PhD from @MIT. On this platform begrudgingly. On 🦋 at https://t.co/r826VOSiqb
artistic ml @artisticML
9 Followers 147 Following trustworthy AI, uncertainty quantification for ml.
Alina Krause @AlinaCKrause
0 Followers 24 Following
M @Matthew22763947
1 Followers 65 Following
Peter Louis ⚕️�.. @MDJDPathology
801 Followers 4K Following Rutgers RWJMS Pathology & Laboratory Medicine, Computational Pathology, Precision Medicine, Data Science, Machine Learning, T/RT = me, myself & #AI
Aarti Kukreja @aartikukreja0
45 Followers 679 Following Admission Consultant | Writer | Poet | Mindful Coach | Travel Blogger | Mindfulness Podcaster | Nature Activist | Fitness and Nutrition Fanatic | Dog Mother
Henry Bourne @henrybourne_
9 Followers 35 Following PhD student @BristolUniMaths. ₛₑₗբ₋ₛᵤₚₑᵣᵥᵢₛₑₔ ᵣₑₚᵣₑₛₑₙₜₐₜᵢₒₙ ₗₑₐᵣₙᵢₙ₉ բₒᵣ ꜀ₒₙₜᵢₙᵤₐₗₗᵧ ₗₑₐᵣₙᵢₙ₉ ₒₘₙᵢ₋ₒ₆ₛₑᵣᵥᵢₙ₉ ₐGᵢ 🦾
Juan Bautista Sosa @sosajuanb
465 Followers 625 Following
Jorge Gomez Severino @JorgeGomezSeve1
8 Followers 104 Following Lic psicología Estudiante maestría neuropsicologia clínica
send qualia @sendqualia
3 Followers 75 Following studying towards big neuroeng projects. goal: sth safe & widely useful by '40. rn: phil ba, ossu cs, neuromatch, kandel & al, etc https://t.co/zYE1wFR7fa
Sichao Liu @ErikLiuSe
41 Followers 289 Following
Happiness @Happine28498291
21 Followers 53 Following
Jianning Chen @JianningChen22
0 Followers 8 Following
Pablo Hernández @Pablo97HC
129 Followers 222 Following PhD in ML & Computational Neuroscience at Image Processing Lab (IPL-UV) Cyclist
Jeremy Zhang @JeremyZhan83346
0 Followers 34 Following
Marco Paul Apolinario @mapolinario94
241 Followers 1K Following PhD student at @PurdueECE • @CBRIC_Center • Neuromorphic Computing • BSc in Electronic Engineering at @UNIoficial 🇵🇪
Kording —-& Lab �.. @KordingLab
42K Followers 4K Following Konrad kording, @Penn Prof, deep learning, brains, #causality, rigor, https://t.co/tTJW05RjpC, https://t.co/qf7ZHxiCUt, Transdisciplinary optimist, Dad, Loves outdoors, 🦖
Kanaka Rajan @KanakaRajanPhD
10K Followers 2K Following Associate Professor at Harvard & Kempner Institute. Applying computational frameworks & ML to decode multi-scale neural processes. Marathoner. Rescue dog mom.
Dan Goodman @neuralreckoning
12K Followers 614 Following Computational neuroscientist @imperialcollege. I like to make stuff: @briansimulator @neuromatch. 🐘 @[email protected]
Clémentine Dominé �.. @ClementineDomi6
2K Followers 2K Following PhD student @GatsbyUCL| Masters Theoretical Physics @OfficialUoM| @UCLA | Previously @SapienzaRoma | @CERN | @EPFL | Music Art Creator @Artlovessciences
Neuromatch @neuromatch
25K Followers 165 Following Global research training in computational sciences. Learning. Sharing. Inclusion. Worldwide. Community. Also here: https://t.co/Gkt6w8JJaU
Tony Zador @TonyZador
11K Followers 2K Following Neuroscientist at CSHL. Interests: neuroAI, molecular connectomics, & cortical circuits underlying decisions. Co-founder of Cosyne and NAISys meetings.
Grace Lindsay @neurograce
18K Followers 1K Following Asst Prof, Psych & Data Science @nyuniversity | Brains & Climate | Book: "Models of the Mind" https://t.co/X7Cd5iCuiE | @neurograce.bsky.social & https://t.co/0TTSXGpTAT
Mackenzie Mathis, PhD @TrackingActions
20K Followers 12 Following Scientist merging adaptive motor control & machine learning | 🐭@deeplabcut 🦓@cebraAI | @ELLISforEurope Scholar | (same @ on bluesky)
Andrew Saxe @SaxeLab
5K Followers 392 Following Prof at @GatsbyUCL and @SWC_Neuro, trying to figure out how we learn. Bluesky: @SaxeLab Mastodon: @[email protected]
David Sussillo @SussilloDavid
12K Followers 811 Following Comp neuro/deep learning. Research scientist at Meta Reality Labs. Adjunct prof at Stanford. Prev: Google Brain, Stanford postdoc. Milton Hershey Alum.
Ferenc Huszár @fhuszar
40K Followers 1K Following Secular Bayesian. Associate Professor in Machine Learning @Cambridge_CL. Talent aficionado at https://t.co/RbJkoLguey Alum of @Twitter, Magic Pony and @Balderton
Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeV
Blake Richards @tyrell_turing
15K Followers 2K Following Researcher at @mcgillu combining AI and neuroscience. Also on Bluesky (@tyrellturing.bsky.social) and Mastodon: @[email protected].
Lea Duncker @leaduncker
2K Followers 650 Following incoming assistant prof at Columbia neuro theory center starting July 2024. previously at Stanford and Gatsby Unit. she/her
SueYeon Chung @s_y_chung
5K Followers 1K Following Assistant Professor @NYU_CNS & @FlatironCCN. Computational Neuroscience, Neural Network Theory, Neural Manifolds, Statistical Physics of Learning
SWC @SWC_Neuro
5K Followers 842 Following The Sainsbury Wellcome Centre aims to discover the fundamental principles of how the brain drives behaviour. Based at @ucl, funded by Gatsby and @wellcometrust.
Surya Ganguli @SuryaGanguli
15K Followers 457 Following Associate Prof of Applied Physics @Stanford, and departments of Computer Science, Electrical Engineering and Neurobiology. Venture Partner @a16z
Roman Pogodin @rmnpogodin
357 Followers 181 Following Postdoc at McGill/Mila with @tyrell_turing / former PhD student in theoretical neuroscience at @GatsbyUCL
Arthur Gretton @ArthurGretton
9K Followers 730 Following Professor in Machine Learning, Gatsby Computational Neuroscience Unit Research Scientist, Google DeepMind @[email protected]
Basile Confavreux @basile_cfx
103 Followers 144 Following Postdoc with @SaxeLab at @GatsbyUCL. @ISTAustria, @UniofOxford and @Polytechnique alumnus (X15)
Erin Grant @ermgrant
3K Followers 1K Following Senior Research Fellow @GatsbyUCL & @SWC_Neuro {learning, representations, structure} in 🧠💭🤖 @[email protected] @[email protected]
Anna Sadnicka @AnnaSadnicka
280 Followers 248 Following Trying to understand human movement disorders. Consultant neurologist @ NHNN and early career researcher @wellcometrust @GatsbyUCL @MDC_IoN_UCL
Nishil Patel @nishpathead
36 Followers 111 Following
Agostina Palmigiano @APalmigiano
668 Followers 502 Following Lecturer at @GatsbyUCL, former @cu_neurotheory Looking for postdocs! Apply here: https://t.co/y37qSSfkWs
Bariscan Bozkurt @BozkurtBariscan
33 Followers 58 Following
Rodrigo Carrasco @TwitRodrigoCD
19 Followers 73 Following
Aniruddh Galgali @argalgali_neuro
499 Followers 603 Following postdoc @gatsbyUCL | Previously Ph.D in computational neuroscience from @UZH_en/@ETH_en. Interested in math, brains and tennis
Michael Li @lzy_michael
205 Followers 317 Following Research Fellow at @GatsbyUCL. previously PhD student in machine learning and statistics @OxCSML and @OxfordStats
Will Dorrell @dorrell_will
306 Followers 123 Following Theoretical Neuroscience PhD Student at Gatsby Unit, London | Interested in flexible representations | Can be distracted by: olfaction, hierarchical RL, dogs
Aaditya Singh @Aaditya6284
445 Followers 247 Following PhD student at @GatsbyUCL working with @SaxeLab, @FelixHill84 on learning dynamics, ICL, concepts, LLMs. Prev. at: @GoogleDeepMind, @AIatMeta (LLaMa 3), @MIT
Joseph Paton @Joejpaton
512 Followers 187 Following Group leader, Director of Neuroscience Programme at Champalimaud Foundation
Flatiron CCN @FlatironCCN
2K Followers 51 Following The Center for Computational Neuroscience (CCN) is part of the @FlatironInst, a multidisciplinary institute focused on computation.
CZI Science @cziscience
27K Followers 573 Following Supporting the science and technology that will make it possible to cure, prevent, or manage all disease by the end of the century.
Mihaela van der Schaa.. @MihaelaVDS
8K Followers 420 Following John Humphrey Plummer Professor of Machine Learning, Artificial Intelligence and Medicine @Cambridge_Uni, Fellow @TuringInst
Benjamin Guedj @bguedj
3K Followers 5K Following Machine learning researcher @Inria @ucl | @ai_ucl @uclcs @Inria_Lille @turinginst Scientific director of #InriaLondon Young Leader @francobritish 🇫🇷🇪🇺🇬🇧
Antonin Schrab @AntoninSchrab
400 Followers 453 Following PhD student in Foundational AI at @ai_ucl & @GatsbyUCL. Kernel methods, hypothesis testing, generative models.
Calvin Kao @kao_calvin
192 Followers 813 Following
Neural Computation La.. @NeuralCompLab
5K Followers 609 Following
Balaji Lakshminarayan.. @balajiln
15K Followers 969 Following Senior Staff Research Scientist at @GoogleAI Brain. Previously @DeepMind.
ICML Conference @icmlconf
70K Followers 17 Following Int'l Conf on ML • July 21-27, 2024 (Vienna, Austria) • #icml2024 • Contact: https://t.co/6saHKWV01y • https://t.co/sFwmcQNWkE
CosyneMeeting @CosyneMeeting
4K Followers 0 Following Computational & Systems Neuroscience (COSYNE) conference 🧠🧠🧠 Next up: Feb 29- Mar 5 2024, Lisbon/Cascais 🧠🧠🧠 Here too: @[email protected]
Pasquale Minervini �.. @PMinervini
7K Followers 4K Following Researcher in ML/NLP at the University of Edinburgh (faculty @InfAtEd @EdinburghNLP), @ELLISforEurope, @UCL_NLP, PI for @Clarify2020, https://t.co/WydvfU8ugz he/they
Stefano Sarao Mannell.. @stefsmlab
362 Followers 123 Following Postdoc in theoretical ML and neuroscience @GatsbyUCL @SWC_neuro @UCL | previously @UniofOxford and @CEAParisSaclay | ML - disordered systems - stat phys
Pierre Glaser @PierreGlaser
301 Followers 726 Following ML PhD Student in the UCL Gatsby Unit working on kernel methods and generative models. Additionally, I maintain Python packages for distributed computing.
Katja Hofmann @katjahofmann
7K Followers 694 Following Senior Principal Researcher at Microsoft Research. Leading a team that drives innovation in machine learning with applications in games. She/her.
Chelsea Finn @chelseabfinn
69K Followers 384 Following Asst Prof of CS & EE @Stanford. PhD from @Berkeley_EECS, EECS BS from @MIT
ICLR 2024 @iclr_conf
41K Followers 40 Following International Conference on Learning Representations #ICLR2024. SPC is @yisongyue and GC is @_beenkim OpenReview:https://t.co/OD1sg0r7F8
Quentin Huys @docqhuys
4K Followers 660 Following Professor of computational psychiatry @UCL. Interested in decision-making, depression and addiction.
Mehrdad Jazayeri @mjaz_jazlab
3K Followers 332 Following
Columbia University's.. @ZuckermanBrain
11K Followers 846 Following Created by @Columbia to be the world's foremost neuroscience institute, we are deciphering the brain — how it develops, works, endures and recovers.
Dimitri Meunier @DimitriMeunier1
384 Followers 326 Following 3rd year ML PhD @GatsbyUCL @ELLISforEurope | Previously CSML team @IITalk
Bradley Love @ProfData
6K Followers 2K Following Fellow at Alan Turing Institute and https://t.co/Ja8LHXseQF; Professor of Cognitive and Decision Sciences, University College London. CCN,CogSci. @profdata at the other one
Sam Gershman @gershbrain
17K Followers 64 Following Professor, Department of Psychology and Center for Brain Science, Harvard University
Bernstein Network Com.. @BernsteinNeuro
5K Followers 504 Following Across many scientific disciplines, researchers in the Bernstein Network connect experimental approaches with theoretical models to explore brain function.
Krishna Shenoy @shenoystanford
4K Followers 80 Following Hong Seh and Vivian W. M. Lim Professor of Engineering, Departments of EE, BioE and Neurobiology, Stanford University. Investigator, HHMI.
Kira Düsterwald @kiradusterwald
590 Followers 609 Following PhD student @GatsbyUCL, theoretical neuro/ML | Junior medical doctor | @AmathamboAI optimising African healthcare | Prev. @OIST_MLDS, @UCT_NI | Exploring 🇿🇦
Laurence Aitchison @laurence_ai
967 Followers 430 Following Making Bayes Great Again in the post-deep-learning era!
UCL News @uclnews
63K Followers 2K Following News/media from UCL, updated by UCL Media Relations. Follow @ucl for highlights of UCL life & @uclevents
WWNeuRise @WWNeuRise
1K Followers 80 Following Online neuroscience seminar with talks from PhD students and postdocs. In collaboration with @worldwideneuro and @eLife
Byron Yu @YuLikeNeuro
3K Followers 11 Following Yu Group at Carnegie Mellon University. Neuroscience, brain-computer interfaces, machine learning
Dr. Chunyu Ann Duan @AnnDuan2
1K Followers 830 Following Neural mechanisms of decision-making, Group Leader at Sainsbury Wellcome Centre, UCL @SCglobalbrain postdoc alum, @PrincetonNeuro alumCongrats to Prof Andrew Saxe (@SaxeLab), joint SWC/@GatsbyUCL PI, and collaborators at @unicomplutense @Wellesley & Martin Luther University Halle-Wittenberg, on their @HFSP grant covering research on the emergence of collective intelligence. 🎉 Read more sainsburywellcome.org/web/research-n…
Our new paper delves into the circuits and training dynamics of transformer in-context learning (ICL) 🥳 Key highlights include 1️⃣ A new opensourced JAX toolkit that enables causal manipulations throughout training 2️⃣ The toolkit allowed us to "clamp" different subcircuits to…
In-context learning (ICL) circuits emerge in a phase change... Excited for our new work "What needs to go right for an induction head (IH)?" We present "clamping", a method to causally intervene on dynamics, and use it to shed light on IH diversity + formation. Read on 🔎⏬
New preprint! Transformers need multiple circuit mechanisms to improve simultaneously to reduce the loss. Because of this, hypotheses about circuit mechanisms can be tested by clamping some during learning and watching the loss dynamics. A toy model illustrates this ⬇️
In-context learning (ICL) circuits emerge in a phase change... Excited for our new work "What needs to go right for an induction head (IH)?" We present "clamping", a method to causally intervene on dynamics, and use it to shed light on IH diversity + formation. Read on 🔎⏬
I’ll most likely be helping out with a project on Gaussian universality — heavier on the probability theory side though with ML motivations. Maths major preferred. Feel free to email (see my personal page) if you have any questions! :)
Deadline for autumn research intern in Neuroscience / ML / Probability with @GatsbyUCL is this Friday (12 April)! 🤩 ucl.ac.uk/gatsby/vacanci…
Introducing Dr. Peter Vincent to the world -- Lab's First-Ever PhD Graduate, who successfully passed his viva yesterday! Sincere thanks to the examiners @smfleming & @BaysLab! It's been a blast working w Peter & Maneesh Sahani (co-adviser). Stay tuned to read Peter's work soon!
Congratulations Dr Peter Vincent! 🎉
Introducing Dr. Peter Vincent to the world -- Lab's First-Ever PhD Graduate, who successfully passed his viva yesterday! Sincere thanks to the examiners @smfleming & @BaysLab! It's been a blast working w Peter & Maneesh Sahani (co-adviser). Stay tuned to read Peter's work soon!
Check out our new paper using neuroscience-inspired methods to study in-context learning circuits in transformers 🧠 Amazing job by @Aaditya6284 leading the project!
In-context learning (ICL) circuits emerge in a phase change... Excited for our new work "What needs to go right for an induction head (IH)?" We present "clamping", a method to causally intervene on dynamics, and use it to shed light on IH diversity + formation. Read on 🔎⏬
Deadline for autumn research intern in Neuroscience / ML / Probability with @GatsbyUCL is this Friday (12 April)! 🤩 ucl.ac.uk/gatsby/vacanci…
Endorsed! I attended this course last year in London. If you use ANNs as models of the brain, this course will teach you to go deeper. What's happening inside those networks and why?
Excited to announce this summer school on analytical approaches (eg statistical physics and probability theory) for understanding deep learning models and higher-level cognition in NYC! Analytical Connectionism Summer School (Aug 12-23, '24) Speakers: Jonathan Cohen @CPehlevan…
📣 Join us in Analytical Connectionism our summer school on the foundations of higher-level cognition. Join experts from neuroscience, psychology & ML for lectures, tutorials, and a hackathon! Aug 12-23, 2024 in NYC @FlatironInst @nyuniversity [events.simonsfoundation.org/event/e070287e…] 🐭🤖
I sat in on last year’s AC SS held at @GatsbyUCL, and it was unlike any other SS I’ve been to: Interactive, expert intros to old & new frameworks for formalizing psychological theories. (ANNs & beyond!) I’m sure this year will be at least as good—just look at that speaker list!
📣 Join us in Analytical Connectionism our summer school on the foundations of higher-level cognition. Join experts from neuroscience, psychology & ML for lectures, tutorials, and a hackathon! Aug 12-23, 2024 in NYC @FlatironInst @nyuniversity [events.simonsfoundation.org/event/e070287e…] 🐭🤖
I’m really excited to see the NeuralPlayground team has finally put out a preprint: biorxiv.org/content/10.110…! My students in @raillabwits and @PrimeLabWits have already been making use of the library (github.com/SainsburyWellc…) and feeling the impact both for teaching and research.
Deep Learning Indaba applications close in TWO DAYS! Hope to see you there in Senegal! 😁 deeplearningindaba.com/2024/
Check out the @Neuroverse_Pod episode featuring @GatsbyUCL’s Pierre Glaser! ‘Designing Generative Models’: podcasters.spotify.com/pod/show/neuro… 🎧
Introducing Bonsai.ML, a new project by @ncguilbeault, @glopesdev @neurogears and @RapelaJoaquin that aims to empower @bonsai_rx workflows with state-of-the-art machine learning functionality: bonsai-rx.org/machinelearnin… 🧵(1/8)
The Geometry & Dynamics of Learning workshop at @CosyneMeeting is starting! @ermgrant and @stefesseM on stage, co-organising with Alex Cayco Gajic, Angus Chadwick, @arna_ghosh, @helena_liu24, Sebastian Musslick, Arthur Pellegrino and me!
Are you interested in about mean-field approaches for feature-dependent networks? Want to know how connectivity structure impacts the response to optogenetic perturbations? Come to our posters this afternoon @CosyneMeeting
Come to our poster II-068 today to see our latest progress on meta-learning families of plasticity rules in spiking networks, work with @pramesh95 @ppjgpncalves @jakhmack and @TPVogels
I'll be presenting work with @stefesseM & @SaxeLab this evening at @CosyneMeeting in Lisbon tonight! Come and let's chat about compositional generalisation/curriculum learning [1-076] Analytical study of learning dynamics in compositional tasks in the teacher-student setup
We were delighted to host the first ever @BritishNeuro careers and talent recruitment fair last Thursday. Many thanks to the speakers, students, and participating organisations for their time and the energy they brought to the day!
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