Kording —-& Lab 🦖 @KordingLab
Konrad kording, @Penn Prof, deep learning, brains, #causality, rigor, https://t.co/tTJW05RjpC, https://t.co/qf7ZHxiCUt, Transdisciplinary optimist, Dad, Loves outdoors, 🦖 kordinglab.com Philadelphia, PA Joined November 2012-
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After a visit to Pitt and CMU this week I just wanted to say what an amazing positive collaborative community that thinks in new ways they are building in the comp neuro space. Really amazing.
Marr has computation, algorithm, and mechanism. Tinbergen got evo, devo, goal, and mechanism. But whats the name for "I just fit something and great R2. Many papers do it. It does not fit into Marr nor Tinbergen. How is it called? Nihilism?
A passionate call for rigor and alignment in AI: podcasts.apple.com/us/podcast/mlo…
To everyone who has been shocked and depressed by the staggering 40% cut to the BRAIN Initiative: we have a voice! Outside Witness Testimony (aka written testimony) for the FY 2025 appropriations cycle is ongoing. Deadline for the House side is Friday May 3 and the Senate side…
How are folks feeling about politics on science twitter? Is this taking our society leadership responsibility seriously and good? Or is it bringing in noise into a dedicated science space and not a good development?
Meehl’s Philosophical Psychology, Lecture 2 (pt 1): The romantic allure of Popperian falsification. argmin.net/p/popperian-fa…
The results of this poll suggest that ECRs face many barriers in trying to change the culture of science. One way to reduce these barriers is to find communities of like-minded individuals, like our #RigorChampions community: ninds.nih.gov/current-resear…
The results of this poll suggest that ECRs face many barriers in trying to change the culture of science. One way to reduce these barriers is to find communities of like-minded individuals, like our #RigorChampions community: ninds.nih.gov/current-resear…
Want $150-800K/yr to support a culture of rigor at your institution? It's never too early to plan to apply and join @NINDS4Rigor in the STIRR initiative! Letter of Intent due Sept 17, 2024. Learn more below! ninds.nih.gov/current-resear…
There is definitely an uncanny valley in support for claims. If you just make the claim breezily, it is accepted prima facie. If you support it with evidence but point out caveats to the evidence, then suddenly the bar for rigor gets much higher in everyone's minds.
Annoying recurring discussion in academia now: will industry beat us to it. Feels like a big refocusing on questions as opposed to engineering is about to happen.
Is verses ai (with friston as chief scientist and @mjdramstead as senior director) in trouble? Some short sellers suggest a lack of rigor nightmarketresearch.com/verses/
Some say those words are used to signal. But who are we kidding, thats too much metacognition. Us nerds use these words. Because they are our words. They mean something to us. And we mostly talk with nerds. And that is fine, too.
Some say those words are used to signal. But who are we kidding, thats too much metacognition. Us nerds use these words. Because they are our words. They mean something to us. And we mostly talk with nerds. And that is fine, too.
🧠 Curious about how neurons are wired in the human cortex? Our @ScienceMagazine study tested over 7,000 connections and revealed key differences from rodents: "Directed and acyclic synaptic connectivity in the human layer 2-3 cortical microcircuit". 🧵👇science.org/doi/10.1126/sc…
💯 approve
It was a tremendous privilege to spend some time in DC telling our elected officials about the impact of our BRAIN Initiative project on depression DBS and stressing the critical need for robust research funding.
My university will hire a couple of undergrads to help turn my neuroscience course neuro4ml.github.io into an interactive textbook along the lines of @neuromatch academy compneuro.neuromatch.io. I'd like to try a little more though.
I think the controversial claim here is that "Spatial patterns of electric fields may provide cognitive control and context" I think this means if you scrambled the positions of neurons, thereby modifying/disrupting efields but not Wij, "cognitive control" would break
I think the controversial claim here is that "Spatial patterns of electric fields may provide cognitive control and context" I think this means if you scrambled the positions of neurons, thereby modifying/disrupting efields but not Wij, "cognitive control" would break https://t.co/WYnkDBfkgj
super excited to see @adamimos rocking out in his new gig with this super cool application of computational mechanics for understanding representational structure in transformers! lesswrong.com/posts/gTZ2Sxes…
Luiz Pessoa @PessoaBrain
38K Followers 1K Following Neuroscientist interested in cognitive-emotional brain Author of The Entangled Brain (MIT Press); The Cogitive-Emotional Brain Neuroscience & Philosophy Salon
Patrick Mineault @patrickmineault
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CLaE @leafs_s
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Earl K. Miller @MillerLabMIT
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Dan Goodman @neuralreckoning
12K Followers 614 Following Computational neuroscientist @imperialcollege. I like to make stuff: @briansimulator @neuromatch. 🐘 @[email protected]
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.
Andrew Pruszynski @andpru
11K Followers 3K Following Associate Professor, @westernuPandP. Co-director, https://t.co/f66WHJ2pgV. Co-director, @wusmsl. Comments my own.
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11K Followers 3K Following ML meets Neuroscience #NeuroAI, Full Professor at the Institute of Cognitive Science (@UniOsnabrueck), prev. @DondersInst, @Cambridge_Uni #neuroconnectionism
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Tony Zador @TonyZador
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Blake Richards @tyrell_turing
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no me deja borrar la .. @96rodmen
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31 Followers 160 Following Quantitative Biomedicine University of Birmingham, UK
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Mohammad Sabraj Hosse.. @HossenSabraj
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yolo @yolo39759609
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Luiz Pessoa @PessoaBrain
38K Followers 1K Following Neuroscientist interested in cognitive-emotional brain Author of The Entangled Brain (MIT Press); The Cogitive-Emotional Brain Neuroscience & Philosophy Salon
Patrick Mineault @patrickmineault
19K Followers 3K Following Neuro AI, vision, Python, open science. Senior ML scientist @ Mila. Previously engineer @ Google, Meta. Updates from https://t.co/d0o7cSLC6o, https://t.co/duh0cFwLyw
CLaE @leafs_s
25K Followers 10K Following Neuroscience,Insular cortex, Neurobiology RT≠endors I do not reply to direct messages mstdn: @[email protected] Bluesky: @claeneuro.bsky.social
Earl K. Miller @MillerLabMIT
36K Followers 2K Following Picower Professor of Neuroscience at MIT https://t.co/UoEeD2FzEY https://t.co/GJDAccXAW8 https://t.co/my1do6xTn1
bioRxiv Neuroscience @biorxiv_neursci
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Dan Goodman @neuralreckoning
12K Followers 614 Following Computational neuroscientist @imperialcollege. I like to make stuff: @briansimulator @neuromatch. 🐘 @[email protected]
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.
Andrew Pruszynski @andpru
11K Followers 3K Following Associate Professor, @westernuPandP. Co-director, https://t.co/f66WHJ2pgV. Co-director, @wusmsl. Comments my own.
Tim Kietzmann @TimKietzmann
11K Followers 3K Following ML meets Neuroscience #NeuroAI, Full Professor at the Institute of Cognitive Science (@UniOsnabrueck), prev. @DondersInst, @Cambridge_Uni #neuroconnectionism
Micah G. Allen @micahgallen
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Mackenzie Mathis, PhD @TrackingActions
20K Followers 12 Following Scientist merging adaptive motor control & machine learning | 🐭@deeplabcut 🦓@cebraAI | @ELLISforEurope Scholar | (same @ on bluesky)
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.
Neuromatch @neuromatch
25K Followers 165 Following Global research training in computational sciences. Learning. Sharing. Inclusion. Worldwide. Community. Also here: https://t.co/Gkt6w8JJaU
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].
Dileep George @dileeplearning
10K Followers 1K Following AGI research @DeepMind. Ex cofounder & CTO @vicariousai (acqd by Alphabet) and @Numenta. Triply EE (BTech IIT-Mumbai, MS&PhD Stanford). #AGIComics
Adam J Calhoun @neuroecology
19K Followers 1K Following I can't imagine smells. Neuro, ecology, behavior, punctuation art. Now: @Meta @RealityLabs, ML for neural interfaces. Prev: @Princeton @SalkInstitute @Intel
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
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
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203 Followers 477 Following NHP electrophysiology @VanderbiltU. Predictive coding, probabilistic programming, affective science. Abolish the value function! It's all taxis navigation!
Yiyu Wang @alwaysm75100446
82 Followers 384 Following Currently Postdoc at Shirley Ryan @AbilityLab @NUFeinbergMed PhD in Motor Neuroscience @knsmtamu interested in human movement learning and control
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140K Followers 7K Following Psych professor; wrote The Mating Mind, Spent, Mate, Virtue Signaling. Themes: Evolution, sentience, civilization, EA, X risk, crypto. Wife: @sentientist. ⏸️
Peter Rupprecht @ptrrupprecht
1K Followers 1K Following Junior group leader in neuroscience - calcium imaging, ephys, plasticity, microscopy, data analysis. PhD with @RainerFriedri12, postdoc with @FritjofHelmchen.
Alisha Kodibagkar @alishakodib
37 Followers 127 Following 🧠PhD Student @pennbioeng | Researcher @mcgovernmit | B.S/M.S.E. ‘21 @JHUBME
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13K Followers 7K Following Edgy cognitive neuroscientist @ucla (she/her) 🇧🇩🧠🏀 Available for academic career advice
Vitaly Lerner🇮🇱.. @LernerVitaly
193 Followers 567 Following Neuroscientist at University of Rochester
Crémieux @cremieuxrecueil
88K Followers 901 Following I write about genetics, 'metrics, and demographics. Read my long-form writing at https://t.co/8hgA4nNS2A.
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2K Followers 264 Following Professor of Statistics and Data Science. Co-Faculty director of Wharton Sports Analytics and Business Initiative.
Gabriel Kreiman @gkreiman
1K Followers 30 Following ...the great events of the world take place in the brain...
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3K Followers 185 Following Co-founder, CEO at @Altera_AL, Computational Neuroscientist, former Assistant Professor @mitbrainandcog & @MITEECS
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599 Followers 789 Following Statistician, Dept. of Statistics and Data Science at the Hebrew University.
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3K Followers 1K Following neurogenetics, transposons, flies, oenophile, foodie, husband, father, kayaker, progressive unionist and a hemorrhoid in the A$$ of administration.
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19K Followers 623 Following Undisciplined academic working on tech, society, the future, and what it means to be human. More at https://t.co/ur2zMHsvfR
German Reproducibilit.. @GermanRepro
1K Followers 384 Following A peer-led consortium to promote and ensure rigorous research practices in Germany. Chime in at [email protected]! Tweets by @rimamrahal @Guido_Scherp @epizyklen
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julia kuhl at somedon.. @mulesome
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New depression overview article covers - 5 biological - 1 social/environmental, and - 0 psychological hypotheses for depression. Really disheartening to see such one-sided “overview” of a multifaceted collection of biopsychosocial mental health problems.
Major depressive disorder: hypothesis, mechanism, prevention and treatment 👇👇👇 nature.com/articles/s4139…
@KordingLab "statistics" (if method matters), "exploratory data analysis" otherwise. May be accompanied by interpretation, or it may just say "look folks, here are the numbers - you figure out what it means." Both are fine if properly signposted. Is your issue that often they are not?
@KordingLab You got to wonder about Marr's classification. It says nothing about how anything got to be the way it is. How can one understand complexity absent evolution?
A pet peeve: Mainen & Sejnowski 1995 is constantly quoted as saying spike generation is reliable, not a source of variability. It did not show that at all. It showed reliability for very large voltage fluctuations - which might mean driving well above threshold (wasn't clear) 1/
@TonyZador Mainen & Sejnowski showed spiking was reliable as long as input was time-varying *w sufficient peak-to-peak amplitude*. Here 100 on x-axis is ~25mV p2p; reliability is % of spikes occurring in stereotyped "events". As p2p drops from 25 to 12.5 to 6.25mV & below, reliability drops
Crick sends an astonished letter to Nature after they rejected a neuroscience article he thought was very important. And he was right! Nature relented and it has been cited nearly 3,000 times…
@matthewcobb @aylwyn_scally We should have much, much more of this type of thing!
@matthewcobb I think I know who handled neuroscience back then... The message got through - we gave the paper the accolade of a News&Views
@matthewcobb The original Nature editors were right.
@DrYohanJohn Nah. I think that's just wrong.
@KordingLab it's called clinging desperately to an untenable metaphysics
@KordingLab predictive validity? goodness of model fit? this?
@KordingLab How do I get to be tenured enough to just go and tweet that out?
@KordingLab I believe there has to be a German word for this. KeineResearchPerformde ?
2019年のブログを書いたときにはmechanistic interpretabilityという言葉はなかった（知らなかっただけ？）と思うが、今から見るともろにその話だ。
はてなブログに投稿しました どうすれば脳を「理解」できるのか：「コンピュータチップの神経科学」から考える【探求メモ：特別版1】 - 重ね描き日記（rmaruy_blogあらため） rmaruy.hatenablog.com/entry/2019/01/… ...「脳を理解すること」をテーマに、少し長めの文章を書きました。
Konrad Kordingさんはずっと考えてきたはずだが、「mechanistic interpretability」と言っているのは聞いたことがないかも。Konradさんが話題にしていたRoss＆Bassettでも、もろメカニズムの話なのにこの言葉は出てこないようだ。NeuroとAIの近くて遠い関係が垣間見える。 x.com/rmaruy/status/…
Ross & Bassett (2024) “Causation in neuroscience: keeping mechanism meaningful” 神経科学における「メカニズム」概念の多義性について、科学哲学の蓄積をレビューしつつ、よりよい使用を提案。資金配分や科学コミュニケーションへの影響まで考えていてとても良い。nature.com/articles/s4158…
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