Neural Circuits

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4 papers in the last four weeks, up 33% on the four weeks before. 0.0% of all new papers.

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  1. Not all solutions are created equal: An analytical dissociation of functional and representational similarity in deep linear neural networks

    Sep 30, 2026Lukas Braun, Erin Grant, Andrew M. SaxeNeural CircuitsNeural Representations

    Department of Experimental Psychology, University of Oxford, Oxford, UK · Gatsby Unit & Sainsbury Wellcome Centre, University College London, London, UK

  2. How much of fly walking is written in the wiring?

    Sep 29, 2026Isabel Guan, Yuntian Zhao, Dingyuan Zhang +2Neural CircuitsNeurons

    The Hong Kong University of Science and Technology · ZENBOT · Nanyang Technological University +1

  3. A discrete generative model of neuronal spiking activity on microelectrode arrays

    Sep 20, 2026Md Sayed Tanveer, Mohammed A. Mostajo-Radji, Ge WangNeural CircuitsTime-To-First-Spike

    Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA · Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute · Genomics Institute, University of California Santa Cruz, Santa Cruz, CA 95064, USA

  4. Self-Replicating Neural Cellular Automata: Quantifying Emergent Phenotypic and Genotypic Diversity in an OpenEnded Substrate

    Sep 17, 2026Sanyam Jain, Felix Simon Reimers, Stefano NicheleNeural Cellular AutomataSelf-Organization

    Department of Computer Science and Communication, Østfold University of Applied Sciences, B R A veien 4, 1757 Halden, Norway · Department of Computer Science, Oslo Metropolitan University, Pilestredet 35, 0166 Oslo, Norway

  5. Scaled Hippocampus-inspired Neural Networks on Neuromorphic Memristive Hardware

    Sep 14, 2026Joseph A. Kilgore, Jeffrey D. Kopsick, Zahin Ahmed +2Neuromorphic ComputingReram Crossbar

    Department of Electrical and Computer Engineering, George Washington University, Washington, 20052, USA · Center for Neural Informatics, Structures, & Plasticity, George Mason University, Fairfax, 22030, USA

  6. "More Is Different'' in Neural Circuits: Algebraic Emergence of Effective Theories in Canonical Recurrent Motifs of Biological Neuronal Networks

    Aug 31, 2026Nima DehghaniNeural CircuitsNeurons

    McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA · The NSF AI Institute for Artificial Intelligence and Fundamental Interactions (IAIFI), Cambridge, Massachusetts, USAa)

  7. The Neural Division of Labor: Biologically-Inspired Modular Architectures for Robust Neuromorphic Computing

    Aug 8, 2026Maksim Bazhenov, Serafim Grubas, Vakhtang PutkaradzeSpiking Neural NetworksNeuromorphic Computing

    Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA · Department of Physics, University of Alberta, Edmonton, AB T6G 2G1, Canada · Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, AB T6G 2G1, Canada +1

  8. High-Capacity Generalized Hopfield Networks

    Aug 8, 2026Victor GalitskiHopfield NetworksNeural Circuits

    Joint Quantum Institute, Department of Physics, University of Maryland, College Park, MD 20742, USA

  9. Learning in Deep Networks under Dale's Constraint

    Aug 7, 2026Roy Abel, Shimon UllmanNeural CircuitsNeurons

    Weizmann Institute of Science

  10. Interpretable MEG Decoding of Perceived Speech: Cortical Sources and the Stimulus Features That Drive Retrieval

    Aug 2, 2026Ilia Semenkov, Daria Kleeva, Ivan Dakhtin +2Wav2VecHuman Visual Cortex

    AXXX, Moscow, Russia · HSE University, Moscow, Russia · ITMO University, St. Petersburg, Russia

  11. Stimulus-Evoked Network Dynamics in Human Cortical Organoids: From a Graph-Computational Framework to Repeated-Stimulation Depression

    Jul 30, 2026Esmaeil S. Nadimi, Vinay C. Gogineni, Jan-Matthias Braun +3Neural CircuitsNetwork Science

    Applied AI and Data Science Unit, Maersk Mc-Kinney Moller Institute, Faculty of Engineering, University of Southern Denmark · Biomedical Mass Spectrometry and System Biology Unit, Department of Biochemistry and Molecular Biology, Faculty of Science, University of Southern Denmark

  12. From Observation to Intervention: Memory in Brains and Large Language Models

    Jul 27, 2026Morteza Salehjahromi, Shayan A. Zadegan, Amgad Muneer +1Large Language Model MemoryEpisodic Memory

    Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA · Department of Neurology, The University of Tennessee Health Science Center, Memphis, TN, USA · Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA +1

  13. Neural Circuit Function Inference with LLMs

    Jul 27, 2026Yijie Yin, Albert CardonaNeural CircuitsConnectome

    Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK · MRC Laboratory of Molecular Biology, Cambridge, UK

  14. Grounded world models in biological organisms and future embodied AI

    Jul 15, 2026Giovanni Pezzulo, Davide Nuzzi, Marco D'Alessandro +3Embodied Artificial IntelligenceWorld Models

    Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy · Center for Mind and Brain Science (CIMeC), University of Trento, Italy · Department of Neuroscience, University of Montreal, Montreal, Quebec, Canada

  15. Emergent Generalization by Representation Learning in Artificial Neural Networks

    Jul 11, 2026Hardik Rajpal, Dan GoodmanNeural CircuitsNeural Network

    1I-X Centre for AI in Science, Imperial College London, W12 0BZ, UK · Department of Electrical and Electronic Engineering, Imperial College London, SW7 2AZ, UK

  16. When Do Geometric Algebra Layers Beat Scalarization? A Controlled Study on SO(3)-Equivariant Vector Laws

    Jul 7, 2026Fabien PollyLie GroupEquivariance

  17. Observable- and Positional-Encoding-Dependent Symmetry Readout from Neural Network Weights

    Jul 3, 2026Naoya Chiba, Satoshi Sugiyama, Yuki UranishiSymmetryModel Weights

    D3 Center, The Unversity of Osaka

  18. Geometric Reliability of Neural Population Codes: Sampling Calibration and Within-Session Nonstationarity

    Jun 28, 2026Prashant C. RajuNeural CircuitsRelevance

  19. Spatial Partial Functionalization of Neural Networks based on Noise Fields

    Jun 23, 2026Shuhei Ikemoto, Fabio DallaLiberaNeural CircuitsNeural Network

    Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology, 2-4 Hibikino, Wakamatsu, Kitakyushu, Fukuoka, 8080196, Japan · Graduate School of Engineering Science, Osaka University, 1-3 Machikaneyama, Toyonaka, Osaka, Japan

  20. Identifying structural design principles shaping the computational abilities of recurrent neural networks

    Jun 22, 2026Tom Talpir, Elad SchneidmanNeural CircuitsRecurrent Neural Networks

    Department of Brain Sciences, Weizmann Institute of Science, Rehovot, Israel

  21. AI Engram: In Search of Memory Traces in Artificial Intelligence

    Jun 12, 2026Jea Kwon, Dong-Kyum Kim, Jiwon Kim +3Dense Associative MemoryNeural Circuits

    Max Planck Institute for Security and Privacy (MPI-SP), Bochum, Germany · Seoul National University (SNU), Seoul, Korea · KAIST, Daejeon, Korea

  22. Harnessing cortical geometry, wiring, and function as inductive biases for recurrent neural networks

    Jun 12, 2026Mo Shakiba, Rana Rokni, Mohammad Mohammadi +1Neural CircuitsHuman Visual Cortex

    Neuromatch Academy, Neuromatch, Inc., USA · McGovern Institute for Brain Research, Massachusetts Institute of Technology (MIT)

  23. Hyperbolic Neural Population Geometry Benefits Computation

    Jun 8, 2026Dennis Wu, Yi-Chun Hung, Braden Yuille +2Hopfield NetworksNeural Circuits

    Department of Computer Science, Northwestern University · Center for Foundation Models and Generative AI, Northwestern University · Integrated Science Program, Northwestern University +3

  24. Discovering and decoding latent mean-field structure with variational autoencoders

    Jun 7, 2026Marco Biroli, Max Welling, Vincenzo VitelliConditional Variational AutoencoderMean-Field Limit

    Department of Physics and the James Franck Institute, University of Chicago, Chicago, IL, USA · CuspAI, Cambridge, England · AMLab, University of Amsterdam, Amsterdam, Netherlands +1

  25. Many Circuits, One Mechanism: Input Variation and Evaluation Granularity in Circuit Discovery

    Jun 4, 2026Alireza Bayat Makou, Jingcheng Niu, Subhabrata Dutta +1CircuitsNeural Circuits

    UKP Lab, Technical University of Darmstadt · National Research Center for Applied Cybersecurity ATHENE

  26. CSP-Atlas: Concept-Specific Neural Circuits in a Sparse Python Transformer

    May 23, 2026Piotr WilamCircuitsSyntax

    University College London

  27. Rare Events, Real Signals: Functional Ensembles as Units of Computation in Deep Spiking Networks

    May 21, 2026Aditi Aravind, Konstantinos Ladakis, Mario Alexios Savaglio +2Spiking Neural NetworksFunctional Connectivity

    University of Crete, Greece · 2Foundation of Research & Technology - Hellas (FORTH), Greece · 4Harvard Medical School, USA +2

  28. Stimulus symmetries can confound representational similarity analyses

    May 20, 2026Farhad Pashakhanloo, Jacob A. Zavatone-VethRepresentational Similarity AnalysisSymmetry

    Center for Brain Science and 2Society of Fellows Harvard University, Cambridge, MA, USA

  29. From Circuit Evidence to Mechanistic Theory: An Inductive Logic Approach

    May 20, 2026Nura Aljaafari, Danilo S. Carvalho, Andre FreitasMechanistic InterpretabilityCircuits

    Department of Computer Science, University of Manchester, United Kingdom · CRUK National Biomarker Centre, University of Manchester, United Kingdom · Idiap Research Institute, Switzerland

  30. Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons

    May 12, 2026Aaron Spieler, Georg Martius, Anna LevinaNeural CircuitsRecurrent Neural Networks

    University of Tübingen, Germany · Max Planck Institute for Intelligent Systems, Tübingen, Germany · Max Planck Institute for Biological Cybernetics, Tübingen, Germany

  31. Learning Hippo: Multi-attractor Dynamics and Stability Effects in a Biologically Detailed CA3 Extension of Hopfield Networks

    Apr 22, 2026Daniele Corradetti, Renato CorradettiHopfield NetworksDense Associative Memory

    Grupo de Física Matemática Instituto Superior Técnico Av. Rovisco Pais, 1049-001 Lisboa, Portugal · Dipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino (NEUROFARBA) Università di Firenze, Italy22

  32. The Umwelt Representation Hypothesis: Rethinking Universality

    Apr 20, 2026Victoria Bosch, Rowan Sommers, Adrien Doerig +1Unified RepresentationNeural Circuits

    Institute of Cognitive Science, University of Osnabrück, Osnabrück, Germany. · Department of Psychology and Education, Freie Universität Berlin, Berlin, Germany. · Bernstein Center for Computational Neuroscience, Berlin, Germany

  33. Structure as Computation: Developmental Generation of Minimal Neural Circuits

    Apr 16, 2026Duan ZhouNeural CircuitsDevelopmental Trajectories

    Independent Researcher

  34. Random matrix theory of sparse neuronal networks with heterogeneous timescales

    Dec 14, 2025Thiparat Chotibut, Oleg Evnin, Weerawit HorinouchiNeural CircuitsSynaptic Plasticity

    Chula Intelligent and Complex Systems, Department of Physics, Faculty of Science, Chulalongkorn University, Bangkok, Thailand · High Energy Physics Research Unit, Faculty of Science, Chulalongkorn University, Bangkok, Thailand · Theoretische Natuurkunde, Vrije Universiteit Brussel (VUB) and International Solvay Institutes, Brussels, Belgium +2

  35. Dynamical stability for dense patterns in attractor neural networks

    Jul 14, 2025Uri Cohen, Máté LengyelNeural CircuitsAttractors

    Computational and Biological Learning Lab, Department of Engineering, University of Cambridge, Cambridge, UK · Center for Cognitive Computation, Department of Cognitive Science, Central European University, Budapest, Hungary

  36. A foundation model with multi-variate parallel attention to generate neuronal activity

    Jun 25, 2025Francesco Carzaniga, Michael Hersche, Abu Sebastian +2Multivariate Time-SeriesTemporal Attention

    IBM Research – Zurich, Rüschlikon, Switzerland · Department of Neurology, Inselspital, Sleep-Wake-Epilepsy-Center, Bern University Hospital, Bern University, Bern, Switzerland