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Arnav Raha

@arnavraha.bsky.social
394 followers 454 following 29 posts

Neuroscience PhD candidate at Columbia University | UC Berkeley alum | Studying RL mechanisms for vocal learning (+ fan of animals 🐋🦇🦜🦋🦑 🦎🦕)

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Reposted by Arnav Raha
Kell Compost 😷 @compostwitch.bsky.social · 26/09/2026
My only ecological criticism of Tolkien is that he partakes of the same forest-centrism as the rest of Anglo and Anglo-diaspora culture. Grasslands and deserts and swamps are all FINE AND GOOD BIOMES, JIRT. Where are my elves learning to speak to the desert biocrust or the carnivorous bog plants
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ʤan~ʤɑn~ʤɔn @languagedoodad.bsky.social · 14/09/2026
Developing an intellectual movement called "truthism" our whole thing is we only believe true things.
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Yasmine El-Shamayleh @elshamayleh.bsky.social · 26/08/2026
Excited to share the lab’s first publication, co-led by talented postdoc Chuyi Su @chuyisu.bsky.social We leveraged cell type-specific optogenetics in the macaque cerebral cortex to elucidate the role of excitatory and inhibitory neurons in visual form processing. www.nature.com/articles/s41...
nature.com
Optotagging in primate cortex uncovers excitatory and inhibitory neuron specializations in form vision - Nature Communications
This study leverages cell type-specific optogenetics in the monkey cerebral cortex to elucidate the unique functional contributions of excitatory and inhibitory neurons in visual form processing. The ...
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David G. Clark @david-g-clark.bsky.social · 31/07/2026
This September, I will join the @flatironinstitute.org Center for Computational Neuroscience as a Group Leader, where I will launch the High-Dimensional Dynamics & Computation Group. Information for postdocs and grad students is forthcoming. I am grateful to my mentors who made this possible!
Exterior view of the Flatiron Institute in Manhattan
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Kerri Smith @kerri-smith.bsky.social · 14/07/2026
I love this series from @thetransmitter.bsky.social - this month, how a 1992 paper on the neuroscience of birdsong influenced Sidarta Ribeiro's career www.thetransmitter.org/this-paper-c...
thetransmitter.org
Embracing an early model for naturalistic neuroscience
A 1992 PNAS paper showed how birdsong upregulates the expression of an immediate early gene in bird forebrains.
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David Shiffman, Ph.D. 🦈 @whysharksmatter.bsky.social · 12/06/2026
Rare sea mammal just appeared off in Monterey Bay www.sfgate.com/centralcoast...
sfgate.com
Client Challenge
Please enable JavaScript to proceed.
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Drew Schreiner @schreinerdrew.bsky.social · 12/06/2026
This was always a provocative idea, but recent data suggest: 1. Heat calls are extremely quiet, likely undetectable even by adult birds (post link) 2. Chicks cant hear until ~5 days post hatch, and sound vibrations are not detectable by vibrotactile senses in ovo www.biorxiv.org/content/10.1...
cell.com
Zebra finches produce soft laryngeal whistles during thermal panting that are not adaptive vocal signals
Zebra finch heat calls are suggested to have close-range communicative relevance in the global temperature rise context. Anttonen et al. identify the biophysical mechanism underlying these vocalizatio...
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MU-Peter Shimon 🀄 @mu-peter.bsky.social · 09/06/2026
Clacking wing bones together to woo mates Male scissor-tailed nightjars create abrupt sounds by hitting the bones in their wings together High-speed infrared video analysis of sonations in the scissor-tailed nightjar Hydropsalis torquata🧪 nsojournals.onlinelibrary.wiley.com/doi/full/10....


Scissor-tailed nightjars have long been known to make explosive cracking noises at night.

Rogerio Peccioli/iStock/Getty Images Plus
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Tessa Montague @tessamontague.bsky.social · 06/06/2026
Do you know an outstanding aquarist? We're hiring a Senior Aquarist to help run our cephalopod facility at Columbia University. Our team maintains a colony of 250+ cuttlefish, develops new husbandry techniques (inc transgenics) & studies cuttlefish camouflage and social behavior. 1/3 [Pls repost!]
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Drew Schreiner @schreinerdrew.bsky.social · 13/05/2026
Where, exactly, does learning happen in the brain? Out today in @nature.com, we identify a synaptic locus of birdsong learning and show that the circuit can be tuned to make birds learn faster - but at a cost. Read on👇 #neuroskyence 🧪 #prattle 💬 #bioacoustics Shareable link: rdcu.be/fiyrS
nature.com
A synaptic locus of song learning - Nature
Combining a computational framework and optogenetic and chemogenetic manipulations within and downstream of the cortico-basal ganglia circuit identifies the specific cortico-basal ganglia synapse...
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Drew Schreiner @schreinerdrew.bsky.social · 06/06/2026
Made a starter pack for attendees of the Neural Mechanisms of Acoustic Communication Gordon Conference. I'm sure I've missed people so let me know! go.bsky.app/57Ln8Bk
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Arnav Raha @arnavraha.bsky.social · 13/05/2026
@factsmachinepod.bsky.social is doing a bird event next Thursday if any other bird-friends in nyc are interested! Ft. @lesscommonloons.bsky.social, Andrea Trigueros, & @sweatervestsci.bsky.social : caveat.nyc/events/facts...
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Drew Schreiner @schreinerdrew.bsky.social · 27/04/2026
Still time (May 3rd) to apply for one of my favorite conferences: Neural Mechanisms of Acoustic Communication GRC! Slots open for short talks/posters, come learn about communication across the animal kingdom! @nmac2026.bsky.social #Neuroskyence
a poster advertising the neural mechanisms of acoustic communication conference
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David G. Clark @david-g-clark.bsky.social · 28/04/2026
New preprint: "Linear equivalence of nonlinear recurrent neural networks." For large nonlinear (potentially chaotic) RNNs with random connectivity, the full N×N covariance matrix takes the same form as that of a ~linear~ network with the same couplings, driven by independent noise.
arxiv.org
Linear equivalence of nonlinear recurrent neural networks
Large nonlinear recurrent neural networks with random couplings generate high-dimensional, potentially chaotic activity whose structure is of interest in neuroscience, machine learning, ecology, and o...
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Kenji Lee @kenjilee.bsky.social · 27/04/2026
Super excited to (finally!) show our work on identifying cell types! Now in press www.nature.com/articles/s41.... We show how to identify cell types from ephys recordings *without* optotagging. This opens the study of not just individual cell types, but the interacting neural circuit during behavior
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The Transmitter @thetransmitter.bsky.social · 10/04/2026
A single equation governs the brain’s flexible behavior and predicts how well brains and artificial networks can generalize across tasks. #neuroskyence By @natmesanash.bsky.social www.thetransmitter.org/systems-neur...
thetransmitter.org
Error equation predicts brain’s ability to generalize
Four statistical measurements of neural network geometry capture how well brains and artificial networks use what they already know to solve new problems, a study suggests.
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NMAC GRC 2026 @nmac2026.bsky.social · 27/01/2026
We are excited to announce that registration is open for the 2026 Neural Mechanisms of Acoustic Communication Gordon Research Conference. The preliminary program is now live: www.grc.org/neural-mecha... We invite everyone to apply! See you @ Sunday River, Maine, May 31-June 5, 2026.
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Saimi Hanma ⚔️ サイミ @saimihanma.bsky.social · 29/03/2026
Finished another couple pages of my Japanese visual dictionary, otherwise known as my way to try and memorize vocabulary.
An open sketchbook with gray ink illustrations of a sparrow, train, light bulb, window, suitcase, snail, library, fruit bowl and water drop
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Sathvik @sathvik.bsky.social · 26/03/2026
I'll be presenting some work comparing how humans and LMs make predictions at #HSP2026 this week, please reach out if you'd like to meet! Tomorrow, I'll have a poster on work with @byungdoh.bsky.social comparing cloze & LM surprisals as predictors of reading time hsp2026.org/abstracts/su...
hsp2026.org
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David Shiffman, Ph.D. 🦈 @whysharksmatter.bsky.social · 22/03/2026
How marine mammals stay hydrated in a salty sea | Popular Science
popsci.com
How marine mammals stay hydrated in a salty sea
From chomping down on water-rich prey to very salty pee.
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Columbia University's Zuckerman Institute @zuckermanbrain.bsky.social · 19/03/2026
How can machines achieve the kind of flexible learning mastered by our brains? That’s what our own @neurokim.bsky.social is trying to find out! Learn more about ARNI’s work on natural and artificial intelligence: youtu.be/gM8YCaiAWrc?... #BrainAwarenessWeek
youtu.be
ARNI: Memory Driven Learning with Kim Stachenfeld
YouTube video by Columbia Engineering
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Alex Williams @itsneuronal.bsky.social · 19/03/2026
Cosyne invited me to give a long tutorial (4 hours!) on methods to quantify differences high-d neural recordings across animals, brain regions, deep neural nets, etc. The recording is up on youtube. I hope it inspires more research on this fundamental topic! www.youtube.com/watch?v=n44x...
youtube.com
Cosyne 2026 - Cosyne Tutorial: Comparative Analysis of Neural Population Codes
YouTube video by Cosyne Talks
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Randall Munroe @xkcd.com · 19/03/2026
Landscape Features xkcd.com/3221/
Comic. [Small panel overlaying large panel.] PERSON 1: What’s up with this weird landscape? PERSON 2 with ponytail: Oh, it was caused by… [Large panel is map of the United States with with red overlays denoting landscape phenomena. Mega-floods in the northwest, a plate tectonics speedrun on the west coast, volcanoes next to the west coast, water and time in the southwest, geology in the west, a supervolcano within the west, glaciers in the north, farming in the middle, rivers in the mideast, geology in between rivers and farming, ??? toward the northeast, farming on the east coast, continents colliding next to the east coast, ongoing disputes between limestone and water in the south of Florida, volcanoes in Hawaii, geology in Alaska with volcanoes and glaciers below.]
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Andrew Bahle @andrewbahle.bsky.social · 12/03/2026
Hello #cosyne2026! Sadly I am present only in spectral form 🔮 (i.e. in spirit) Luckily Zetian and I managed to send a distinguished representative Check out our poster Saturday (3-075) on cortical control of vocalization in parrots!🦜🏴‍☠️ M Loooong himself is presenting so go give him a hard time ;)
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David G. Clark @david-g-clark.bsky.social · 12/03/2026
[1-149] (Tonight!) Finally, in work w/ @omarschall.bsky.social and Ashok Litwin-Kumar, we develop a theory of multi-task computation: a network embeds many tasks in diff. subspaces, with task selection occurring through phase transitions from spontaneous activity to coherent task-relevant dynamics.
biorxiv.org
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David G. Clark @david-g-clark.bsky.social · 12/03/2026
[3-157] In work w/ Albert Wakhloo and Larry Abbott, we showed that coupled neuronal-synaptic dynamics produce a dynamic memory effect in recurrent networks. Now, amazingly, Christine Liu finds this effect in human cortical organoids (🤯), and implicates plasticity via NMDA receptor blockade (🤯🤯)
biorxiv.org
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Kim Stachenfeld, PhD @neurokim.bsky.social · 11/03/2026
I have just arrived at @cosynemeeting.bsky.social ! During my flight, as I thought about opening remarks (and had a glass of wine), I got to reflect on why I love neuroscience. Maybe other folks are doing the same and would like to read or add, so I thought I'd do something unusual and share!
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Arnav Raha @arnavraha.bsky.social · 11/03/2026
I’ll be presenting some follow up work on this project at #COSYNE2026 [2-115] “Parallel dopamine signals support hierarchical reinforcement learning of motor sequences” Would love to talk with y’all about it!
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Satpreet (Sat) Singh @satpreetsingh.bsky.social · 05/03/2026
📣 Excited to announce the 2nd edition of our workshop “Agent-Based Models in Neuroscience: Theory, Autonomy, Embodiment & Environment” at @cosynemeeting.bsky.social #CoSyNe2026!! 🧠🤖🌍🪰🐟🐭💪🧘🏃 🗓️ March 17, 2026 📍 Cascais, Portugal 🔗 Speaker lineup and schedule: neuro-agent-models.github.io
neuro-agent-models.github.io
🤖 Agent-Based Models in Neuroscience
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David G. Clark @david-g-clark.bsky.social · 04/03/2026
I am totally pumped about this new work . "Task-trained RNNs" are a powerful and influential framework in neuroscience, but have lacked a firm theoretical footing. This work provides one, and makes direct contact with the classical theory of random RNNs: www.biorxiv.org/content/10.6...
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Arnav Raha @arnavraha.bsky.social · 01/03/2026
Before moving here I was always under the impression that “Upstate New York” was explicitly meant to contrast with “New York (City)” ergo everything north of the Bronx is Upstate—is that not the case 😅
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Universität Wien / University of Vienna @univie.ac.at · 24/02/2026
High frequencies in horse whinnies are whistles 🐎 One of the most common vocalizations, the whinny, has two independent frequency components: low and high. This unusual phenomenon is termed "biphonation". The origin of the high frequency component has remained mysterious until now. Find out more: ⤵️
lifesciences.univie.ac.at
High frequencies in horse whinnies are whistles
The domesticated horse, Equus caballus, is a familiar and beloved species to humans around the world. Despite living closely with humans for over 4000 years, horse vocal communication is poorly under...
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Yoïn van Spijk @yvanspijk.bsky.social · 22/02/2026
The French word ‘aujourd’hui’ (today) consists of ‘au’ (on the), ‘jour’ (day), ‘de’ (of) and ‘hui’ (today). It was formed during the late Middle Ages. However, many Romance words come from even older combinations. Some are hardly identifiable as such anymore. Click my new graphics to explore them:
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Charly Lamothe @charlylamothe.bsky.social · 21/02/2026
Thrilled: my PhD work “Reconstructing voice identity from noninvasive auditory cortex recordings” is now in @elife.bsky.social DNNs model human temporal voice areas & can reconstruct speaker identity from fMRI. Ty to supervisors, co authors, CERIMED & participants elifesciences.org/articles/98047
elifesciences.org
Reconstructing voice identity from noninvasive auditory cortex recordings
A low-dimensional voice latent space derived from deep learning captures speaker-identity representations in the temporal voice areas and supports reconstruction of voices preserving identity information.
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Science News @sciencenews.bsky.social · 21/02/2026
When it comes to speech, parrots have the gift of gab. And the way the brains of small parrots known as budgerigars bestow this gift is remarkably similar to human speech, researchers report. www.sciencenews.org/article/parrots…
sciencenews.org
Parrots and humans share a brain mechanism for speech
Brain activity in vocalizing budgerigar parrots showed a pattern that harkened to those found in the brains of people.
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Arnav Raha @arnavraha.bsky.social · 16/02/2026
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Carl T. Bergstrom @carlbergstrom.com · 15/02/2026
Steezy backslide grind
Kea slipping down a metal roof, lower leg raised and corresponding wing out for balance.
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BehavEcolPapers @behavecolpapers.bsky.social · 14/02/2026
Complex Social Vocalizations are Integrated into the Bat Wingbeat Cycle during Flight bioRxivpreprint
dlvr.it
Complex Social Vocalizations are Integrated into the Bat Wingbeat Cycle during Flight
Acoustic communication plays a central role in animal social behavior and exhibits remarkable complexity in various taxa. In bats, the emission of echolocation calls is tightly coupled to wingbeat and respiratory rhythms. However, little is known about how complex social vocalizations are coordinated with the mechanics for powered flight. We investigated how complex social calls are integrated into flight of wild Nathusius' pipistrelles (Pipistrellus nathusii). Using synchronized audio and video recordings, we quantified wingbeat rhythms during free flight and incorporated these data into a kinematic inference model to reconstruct the timing of social calls relative to the wingbeat. We found that echolocation call emission is coupled to the upstroke phase of the wingbeat. Moreover, social calls span three wingbeat cycles during flight and are embedded within a continuous sequence of echolocation calls. While motif durations scale with syllable number, motif onsets are phase-locked to narrow, preferential phases of the wingbeat cycle. Our findings provide evidence that complex social calls in bats are integrated into the wingbeat during flight, demonstrating that vocal-locomotor coupling extends beyond echolocation to shape the structure of social communication. By mitigating the high energetic costs of vocalizing, biomechanical integration might have facilitated the evolution of complex vocal communication in bats.
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SueYeon Chung @sueyeonchung.bsky.social · 10/02/2026
Our paper is out in @natneuro.nature.com! www.nature.com/articles/s41... We develop a geometric theory of how neural populations support generalization across many tasks. @zuckermanbrain.bsky.social @flatironinstitute.org @kempnerinstitute.bsky.social 1/14
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Javier Lazaro - scientific illustration @lazaroillustration.bsky.social · 03/02/2026
More sparrow sketches. These ones will be use in a mobile app about sparrows behaviour. More coming soon! #sciart #birds
Drawing of two birds fighting
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Maria Sagot @mariasagot.bsky.social · 03/02/2026
Vocal convergence during formation of social relationships in vampire bats url: royalsocietypublishing.org/rspb/article...
royalsocietypublishing.org
Vocal convergence during formation of social relationships in vampire bats
Abstract. In many group-living birds and mammals, the formation of affiliative relationships is hypothesized to cause vocal convergence (an increase in cal
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Sam Gershman @gershbrain.bsky.social · 03/02/2026
A new and improved version of TheoryCoder, which learns to play video games in a human-like way by synthesizing both high-level abstractions and a low-level model of game mechanics: arxiv.org/abs/2602.00929
arxiv.org
Learning Abstractions for Hierarchical Planning in Program-Synthesis Agents
Humans learn abstractions and use them to plan efficiently to quickly generalize across tasks -- an ability that remains challenging for state-of-the-art large language model (LLM) agents and deep rei...
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Arnav Raha @arnavraha.bsky.social · 03/02/2026
As someone who pronounces "gif" with a hard "g", I hate when people justify it using the pronunciation of "graphics" because (a) the components of an acronym don't define its pronunciation & (b) the obvious analog is just the word "gift" (also girl, give, gill, etc.)
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Nature Portfolio @natureportfolio.nature.com · 01/02/2026
A study in Nature Neuroscience maps spontaneous and choice activity across mouse prefrontal cortex. The activity maps aligned with intrinsic connectivity rather than anatomical subregions, suggesting that connectivity, not cytoarchitecture, organizes prefrontal function. #Neuroskyence 🧪
go.nature.com
A prefrontal cortex map based on single-neuron activity - Nature Neuroscience
The authors mapped spontaneous and choice activity across mouse prefrontal cortex. The activity maps aligned with intrinsic connectivity rather than anatomical subregions, suggesting that connectivity, not cytoarchitecture, organizes prefrontal function.
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Arnav Raha @arnavraha.bsky.social · 01/02/2026
I feel like I missing out on a lot of camaraderie with strangers by not being afraid of/disgusted by insects, spiders, rats, snakes, etc.
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Arnav Raha @arnavraha.bsky.social · 22/01/2026
Was Ossiriand inspired by Punjab
Map of Punjab showing 5 riversWikipedia page of etymology for Punjab (“The Land of Five Waters”)Map of Ossiriand showing 7 riversWiki screenshot of Ossiriand etymology (“Land of the Seven Rivers”)
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franz @franzanth.bsky.social · 17/01/2026
them: whatchu thinking about me, internally: *sacabambaspis*
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The Transmitter @thetransmitter.bsky.social · 16/01/2026
How does a brain know “who is who”? In our latest Postdoc Perspectives, Eunji Kong argues that emerging multi-agent artificial intelligence may help accelerate our understanding of how the brain computes social recognition and behavior. #neuroskyence www.thetransmitter.org/large-langua...
thetransmitter.org
Artificial agents can help us understand social recognition
Emerging multi-agent artificial intelligence may help accelerate our understanding of this fundamental computation.
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Drew Schreiner @schreinerdrew.bsky.social · 12/01/2026
Congrats @danielavallentin.bsky.social happy to see this out in @currentbiology.bsky.social
cell.com
Interplay between syllable duration and pitch during whistle matching in wild nightingales
Calderón-García, Costalunga, et al. find that nightingales respond to whistle syllable playbacks of unnatural combinations of pitch and duration by matching either the spectral or temporal feature. Co...
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Mitya @chklovskii.bsky.social · 01/01/2026
Move over ReLU 🚀 Meet **ReSU** (Rectified Spectral Unit): a biologically inspired, self-supervised unit for learning from dynamical data. A backprop-free multilayer ReSU network learns predictive features and recapitulates *Drosophila* vision. To appear at AAAI: arxiv.org/abs/2512.23146
arxiv.org
A Network of Biologically Inspired Rectified Spectral Units (ReSUs) Learns Hierarchical Features Without Error Backpropagation
We introduce a biologically inspired, multilayer neural architecture composed of Rectified Spectral Units (ReSUs). Each ReSU projects a recent window of its input history onto a canonical direction ob...
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