Efficient codes and balanced networks
Denève, Sophie, Machens, Christian K·2016·Nature Neuroscience
DOI 10.1038/nn.4243
Cited by (475)
Items 101–200 of 475
- Neural dynamics under active inference: plausibility and efficiency of information processingDa Costa, Lancelot, Parr, Thomas, Sengupta, Biswa, Friston, Karl · 2021 · Entropy
- Alpha Band Resting-State EEG Connectivity Is Associated With Non-verbal IntelligenceIlya Zakharov, Табуева Анна Олеговна, Timofey Adamovich, Yulia V. Kovas, Sergey B. Malykh · 2020 · Frontiers in Human Neuroscience
- Tuning network dynamics from criticality to an asynchronous stateJingwen Li, Woodrow L. Shew · 2020 · PLoS Computational Biology
- Neural Dynamics under Active Inference: Plausibility and Efficiency of Information ProcessingLancelot Da Costa, Thomas Parr, Biswa Sengupta, Karl John Friston · 2021 · UCL Discovery (University College London)
- Population activity structure of excitatory and inhibitory neuronsSean R. Bittner, Ryan Chace Williamson, Adam C. Snyder, Ashok Litwin-Kumar, Brent Doiron, Steven M. Chase, Matthew A. Smith, Byron M. Yu · 2017 · PLoS ONE
- Layer‐ and Cell‐Specific Recruitment Dynamics during Epileptic Seizures In VivoFadi Aeed, Tal Shnitzer, Ronen Talmon, Yitzhak Schiller · 2019 · Annals of Neurology
- Excitatory-Inhibitory Homeostasis and Diaschisis: Tying the Local and Global Scales in the Post-stroke CortexFrancisco Páscoa dos Santos, Paul F. M. J. Verschure · 2022 · Frontiers in Systems Neuroscience
- Rich-club connectivity, diverse population coupling, and dynamical activity patterns emerging from local cortical circuitsYifan Gu, Yang Qi, Pulin Gong · 2019 · PLoS Computational Biology
- Local dendritic balance enables learning of efficient representations in networks of spiking neuronsFabian A. Mikulasch, Lucas Rudelt, Viola Priesemann · 2021 · Proceedings of the National Academy of Sciences
- Predictive coding in balanced neural networks with noise, chaos and delaysJonathan Kadmon, Jonathan Timcheck, Surya Ganguli · 2020 · arXiv (Cornell University)
- Intrinsic neural diversity quenches the dynamic volatility of neural networksAxel Hutt, Scott Rich, Taufik A. Valiante, Jérémie Lefebvre · 2023 · Proceedings of the National Academy of Sciences
- Achieving stable dynamics in neural circuitsLeo Kozachkov, Mikael Lundqvist, Jean-Jacques E. Slotine, Earl K. Miller · 2019 · PLoS Computational Biology
- Speed and segmentation control mechanisms characterized in rhythmically-active circuits created from spinal neurons produced from genetically-tagged embryonic stem cellsMatthew J. Sternfeld, Christopher A. Hinckley, Niall J. Moore, Matthew T Pankratz, Kathryn L. Hilde, Shawn P. Driscoll, Marito Hayashi, Neal D. Amin, Dario Bonanomi, Wesley D. Gifford et al. · 2017 · eLife
- Leveraging heterogeneity for neural computation with fading memory in layer 2/3 cortical microcircuitsRenato Duarte, Abigail Morrison · 2019 · PLoS Computational Biology
- Slow NMDA-Mediated Excitation Accelerates Offset-Response Latencies Generated via a Post-Inhibitory Rebound MechanismEzhilarasan Rajaram, Carina Kaltenbach, Matthew J. Fischl, Leander Mrowka, Olga Alexandrova, Benedikt Grothe, Matthias H. Hennig, Conny Kopp‐Scheinpflug · 2019 · eNeuro
- Single‐Transistor Neuron with Excitatory–Inhibitory Spatiotemporal Dynamics Applied for Neuronal OscillationsHanxi Li, Jiayang Hu, Anzhe Chen, Chenhao Wang, Li Chen, Feng Tian, Jiachao Zhou, Yuda Zhao, Jinrui Chen, Yi Tong et al. · 2022 · Advanced Materials
- Predicting how and when hidden neurons skew measured synaptic interactionsBraden A. W. Brinkman, Fred M Rieke, Eric Shea‐Brown, Michael A. Buice · 2018 · PLoS Computational Biology
- A Single-Cell Level and Connectome-Derived Computational Model of the Drosophila BrainYu-Chi Huang, Cheng-Te Wang, Ta-Shun Su, Kuo-Wei Kao, Yen-Jen Lin, Chao-Chun Chuang, A. Chiang, Chung-Chuan Lo · 2018 · bioRxiv
- Nonlinear transient amplification in recurrent neural networks with short-term plasticityYue Kris Wu, Friedemann Zenke · 2021 · eLife
- Brain criticality beyond avalanches: open problems and how to approach themMauricio Girardi‐Schappo · 2021 · Journal of Physics Complexity
- When networks walk a fine line: balance of excitation and inhibition in spinal motor circuitsRune W. Berg, Alex Willumsen, Henrik Lindén · 2019 · Current Opinion in Physiology
- Transient Chaotic Dimensionality Expansion by Recurrent NetworksChristian Keup, Tobias Kühn, David Dahmen, Moritz Helias · 2021 · Physical Review X
- Strong and localized recurrence controls the dimensionality of neural activity across brain areasDavid Dahmen, Stefano Recanatesi, Xiaoxuan Jia, Gabriel Koch Ocker, Nilufar Lahiji, Simon Musall, Luke Campagnola, Stephanie C. Seeman, Tim Jarsky, Moritz Helias et al. · 2026 · Nature Neuroscience
- Decoding and encoding (de)mixed population responsesSander Wessel Keemink, Christian K. Machens · 2019 · Current Opinion in Neurobiology
- Robust Associative Learning Is Sufficient to Explain the Structural and Dynamical Properties of Local Cortical CircuitsDanke Zhang, Chi Zhang, Armen Stepanyants · 2019 · Journal of Neuroscience
- Neuroplasticity-driven timing modulations revealed by ultrafast functional magnetic resonance imagingRita Gil, Francisca F. Fernandes, Noam Shemesh · 2020 · NeuroImage
- Riluzole ameliorates soluble Aβ1–42-induced impairments in spatial memory by modulating the glutamatergic/GABAergic balance in the dentate gyrusYang Yang, Wei-gang Ji, Yingjie Zhang, Liping Zhou, Hao Chen, Nian Yang, Zhi-ru Zhu · 2020 · Progress in Neuro-Psychopharmacology and Biological Psychiatry
- Energy-efficient firing modes of chay neuron model in different bursting kineticsLulu Lu, Ming Yi, Xiaoqian Liu · 2022 · Science China Technological Sciences
- Morphine Differentially Alters the Synaptic and Intrinsic Properties of D1R- and D2R-Expressing Medium Spiny Neurons in the Nucleus AccumbensDillon S. McDevitt, Benjamin Jonik, Nicholas Graziane · 2019 · Frontiers in Synaptic Neuroscience
- Monitor-Based Spiking Recurrent Network for the Representation of Complex Dynamic PatternsRuihan Hu, Qijun Huang, Hao Wang, Jin Liang He, Sheng Chang · 2019 · International Journal of Neural Systems
- Tightly coupled inhibitory and excitatory functional networks in the developing primary visual cortexHaleigh N Mulholland, Bettina Hein, Matthias Kaschube, Gordon B. Smith · 2021 · eLife
- Premature commitment to uncertain decisions during human NMDA receptor hypofunctionAlexandre Salvador, Luc H. Arnal, Fabien Vinckier, Philippe Domenech, Raphaël Gaillard B, Valentin Wyart · 2022 · Nature Communications
- Purely STDP-based assembly dynamics: Stability, learning, overlaps, drift and agingPaul Manz, Raoul-Martin Memmesheimer · 2023 · PLoS Computational Biology
- Synapse-type-specific competitive Hebbian learning forms functional recurrent networksSamuel Eckmann, Edward James Young, Julijana Gjorgjieva · 2024 · Proceedings of the National Academy of Sciences
- Computing with Spikes: The Advantage of Fine-Grained TimingStephen Verzi, Fredrick H. Rothganger, Ojas Parekh, Tu-Thach Quach, Nadine E. Miner, Craig Michael Vineyard, Conrad D. James, James B. Aimone · 2018 · Neural Computation
- Event-Based Computation for Touch Localization Based on Precise Spike TimingGermain Haessig, Moritz B. Milde, Pau Vilimelis Aceituno, Omar Oubari, James C. Knight, van Schaik André, Ryad Benjamin Benosman, Giacomo Indiveri · 2020 · Frontiers in Neuroscience
- Cooperative population coding facilitates efficient sound-source separability by adaptation to input statisticsHelge Gleiss, Jörg Encke, Andrea Lingner, Todd R. Jennings, Sonja Brosel, Lars Kunz, Benedikt Grothe, Michael Pecka · 2019 · PLoS Biology
- Gamma Oscillations Facilitate Effective Learning in Excitatory-Inhibitory Balanced Neural CircuitsKwan Tung Li, Junhao Liang, Changsong Zhou · 2021 · Neural Plasticity
- The Rat Medial Prefrontal Cortex Exhibits Flexible Neural Activity States during the Performance of an Odor Span TaskEmanuela De Falco, Lei An, Ninglei Sun, Andrew J. Roebuck, Quentin Greba, Christopher C. Lapish, John G. Howland · 2019 · eNeuro
- Natural brain state change with E/I balance shifting toward inhibition is associated with vigilance impairmentBinghao Yang, Haoran Zhang, Tianzi Jiang, Shan Ping Yu · 2023 · iScience
- Shifting attention to dynamics: Self-reconfiguration of neural networksChristoph Kirst, Carl D. Modes, Marcelo O. Magnasco · 2017 · Current Opinion in Systems Biology
- Computational methods to study information processing in neural circuitsVeronika Koren, Giulio Bondanelli, Stefano Panzeri · 2023 · Computational and Structural Biotechnology Journal
- Adaptive tuning of human learning and choice variability to unexpected uncertaintyJunseok K. Lee, Marion Rouault, Valentin Wyart · 2023 · Science Advances
- A unified theory of E/I synaptic balance, quasicritical neuronal avalanches and asynchronous irregular spikingMauricio Girardi‐Schappo, Emilio F. Galera, Tawan T. A. Carvalho, Ludmila Brochini, Nilton L. Kamiji, Antônio C. Roque, Osame Kinouchi · 2021 · Journal of Physics Complexity
- Distinct roles of dentate gyrus and medial entorhinal cortex inputs for phase precession and temporal correlations in the hippocampal CA3 areaSiavash Ahmadi, Takuya Sasaki, Marta Sabariego, Christian Leibold, Stefan Leutgeb, Jill K. Leutgeb · 2025 · Nature Communications
- Synaptic dysfunction of Aldh1a1 neurons in the ventral tegmental area causes impulsive behaviorsXinyan Li, Wenting Chen, Xian Huang, Wei Jing, Tongmei Zhang, Quntao Yu, Hongyan Yu, Hao Li, Qing Tian, Yumei Ding et al. · 2021 · Molecular Neurodegeneration
- Efficient Coding and Energy Efficiency Are Promoted by Balanced Excitatory and Inhibitory Synaptic Currents in Neuronal NetworkLianchun Yu, Zhou Shen, Chen Wang, Yuguo Yu · 2018 · Frontiers in Cellular Neuroscience
- Single-Cell Membrane Potential Fluctuations Evince Network Scale-Freeness and QuasicriticalityJames K. Johnson, Nathaniel C. Wright, Jì Xià, Ralf Weßel · 2019 · Journal of Neuroscience
- Optimal Localist and Distributed Coding of Spatiotemporal Spike Patterns Through STDP and Coincidence DetectionTimothée Masquelier, Saeed Reza Kheradpisheh · 2018 · Frontiers in Computational Neuroscience
- A Computational Model of Direction Selectivity in Macaque V1 Cortex Based on Dynamic Differences between On and Off PathwaysLogan Chariker, Robert Shapley, Michael Hawken, Lai-Sang Young · 2022 · Journal of Neuroscience
- Efficient information coding and degeneracy in the nervous systemPavithraa Seenivasan, Rishikesh Narayanan · 2022 · Current Opinion in Neurobiology
- Distinctive properties of biological neural networks and recent advances in bottom-up approaches toward a better biologically plausible neural networkIkhwan Jeon, Taegon Kim · 2023 · Frontiers in Computational Neuroscience
- Critical state of energy-efficient firing patterns with different bursting kinetics in temperature-sensitive Chay neuronLulu Lu, Ming Yi, Zhuoheng Gao, Yan Wu, Xin Zhao · 2023 · Nonlinear Dynamics
- Enhanced GABAergic Immunoreactivity in Hippocampal Neurons and Astroglia of Multiple Sclerosis PatientsSvenja Kiljan, Marloes Prins, Bart M. L. Baselmans, John G. J. M. Bol, Geert J. Schenk, Anne‐Marie van Dam · 2019 · Journal of Neuropathology & Experimental Neurology
- From descriptive connectome to mechanistic connectome: Generative modeling in functional magnetic resonance imaging analysisGuoshi Li, Pew‐Thian Yap · 2022 · Frontiers in Human Neuroscience
- The tuning of tuning: How adaptation influences single cell information transferFleur Zeldenrust, Niccolò Calcini, Yan Xuan, Ate Bijlsma, Tansu Celikel · 2024 · PLoS Computational Biology
- A neuromorphic multi-scale approach for real-time heart rate and state detectionChiara De Luca, Mirco Tincani, Giacomo Indiveri, Elisa Donati · 2025 · npj Unconventional Computing
- Principles underlying the input-dependent formation and organization of memoriesJuliane Herpich, Christian Tetzlaff · 2019 · Network Neuroscience
- Mapping the Dynamic Recruitment of Spinal Neurons during Fictive LocomotionVladimir Rančić, Klaus Ballanyi, Simon Gosgnach · 2020 · Journal of Neuroscience
- Spiking Autoencoders With Temporal CodingIulia M. Comșa, Luca Versari, Thomas Fischbacher, Jyrki Alakuijala · 2021 · Frontiers in Neuroscience
- Predictive coding is a consequence of energy efficiency in recurrent neural networksAbdullahi Garba Ali, Nasir Ahmad, Elgar de Groot, Marcel A. J. van Gerven, Tim Christian Kietzmann · 2021 · bioRxiv (Cold Spring Harbor Laboratory)
- Approximating Nonlinear Functions With Latent Boundaries in Low-Rank Excitatory-Inhibitory Spiking NetworksWilliam F. Podlaski, Christian K. Machens · 2024 · Neural Computation
- Clusters in nonsmooth oscillator networksRachel Nicks, Lucie Chambon, Stephen Coombes · 2018 · Physical review. E
- Excitation-Inhibition Balanced Neural Networks for Fast Signal DetectionGengshuo John Tian, Shangyang Li, Tiejun Huang, Si Wu · 2020 · Frontiers in Computational Neuroscience
- Spike–Gamma Phase Relationship in the Visual CortexSupratim Ray · 2022 · Annual Review of Vision Science
- Learning to represent signals spike by spikeWieland Brendel, Ralph Bourdoukan, Pietro Vertechi, Christian K. Machens, Sophie Denève · 2020 · PLoS Computational Biology
- The balanced and introspective brainPeter A. Robinson · 2017 · Journal of The Royal Society Interface
- Recent advances in spike-based neural coding for tactile perceptionZimeng Zhu, Kaiyun Chen, Waner Lin, Hanming Yan, Lvzhou Liang, Guodong Wang, Xian Song, Chi Zhang, Ziya Wang · 2025 · Microsystems & Nanoengineering
- Optimizing information processing in brain-inspired neural networksBartosz Paprocki, Agnieszka Pręgowska, Janusz Szczepański · 2020 · Bulletin of the Polish Academy of Sciences Technical Sciences
- A computational view of short-term plasticity and its implications for E-I balanceAditya Asopa, Upinder S. Bhalla · 2023 · Current Opinion in Neurobiology
- Chaotic recurrent neural networks for brain modelling: A reviewAndrea Mattera, Valerio Alfieri, Giovanni Granato, Gianluca Baldassarre · 2024 · Neural Networks
- Adolescent maturation of cortical excitation-inhibition ratio based on individualized biophysical network modelingAmin Saberi, Kevin J. Wischnewski, Kyesam Jung, Leon D. Lotter, H. Lina Schaare, Tobias Banaschewski, Gareth J. Barker, Arun L.W. Bokde, Sylvane Desrivières, Herta Flor et al. · 2025 · Science Advances
- Robust entropy requires strong and balanced excitatory and inhibitory synapsesVidit Agrawal, Andrew B. Cowley, Qusay Alfaori, Daniel B. Larremore, Juan G. Restrepo, Woodrow L. Shew · 2018 · Chaos An Interdisciplinary Journal of Nonlinear Science
- State transitions through inhibitory interneurons in a cortical network modelAlexander Bryson, Samuel Frank Berkovic, Steven Petrou, David Bruce Grayden · 2021 · PLoS Computational Biology
- Excitatory-inhibitory branching process: A parsimonious view of cortical asynchronous states, excitability, and criticalityRoberto Corral López, Victor Buendía, Miguel A. Muñoz · 2022 · Physical Review Research
- Induction and Consolidation of Calcium-Based Homo- and Heterosynaptic Potentiation and DepressionYinyun Li, Tomas Kulvičius, Christian Tetzlaff · 2016 · PLoS ONE
- On the Complexity of Resting State Spiking Activity in Monkey Motor CortexPaulina Anna Dąbrowska, Nicole Voges, Michael von Papen, Junji Ito, David Dahmen, Alexa Riehle, Thomas G. Brochier, Sonja Grün · 2021 · Cerebral Cortex Communications
- Closed-Form Control With Spike Coding NetworksFilip S. Slijkhuis, Sander Wessel Keemink, Pablo Lanillos · 2023 · IEEE Transactions on Cognitive and Developmental Systems
- The impact of spike-frequency adaptation on balanced network dynamicsVictor J. Barranca, Han Pang Huang, Sida Li · 2018 · Cognitive Neurodynamics
- Oscillations and Coupling in Interconnections of Two-Dimensional Brain NetworksErfan Nozari, Jorge Cortés · 2019 · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference
- Simultaneous Measurement of the BOLD Effect and Metabolic Changes in Response to Visual Stimulation Using the MEGA-PRESS Sequence at 3 TGerard Eric Dwyer, Alexander R. Craven, Justyna Bereśniewicz, Katarzyna Kazimierczak, Lars Ersland, Kenneth Hugdahl, Renate Grüner · 2021 · Frontiers in Human Neuroscience
- Sensory coding and contrast invariance emerge from the control of plastic inhibition over emergent selectivityRené Larisch, Lorenz Gönner, Michael Teichmann, Fred Henrik Hamker · 2021 · PLoS Computational Biology
- Elucidating the Theoretical Underpinnings of Surrogate Gradient Learning in Spiking Neural NetworksJulia Gygax, Friedemann Zenke · 2025 · Neural Computation
- Phase Coherence Induced by Additive Gaussian and Non-gaussian Noise in Excitable Networks With Application to Burst Suppression-Like Brain SignalsAxel Hutt, Jérémie Lefebvre, Darren Hight, Heiko A. Kaiser · 2020 · Frontiers in Applied Mathematics and Statistics
- Cortical control of chandelier cells in neural codesKanghoon Jung, Youngjin Choi, Hyung‐Bae Kwon · 2022 · Frontiers in Cellular Neuroscience
- Inhibitory neurons control the consolidation of neural assemblies via adaptation to selective stimuliRaphaël Bergoin, Alessandro Torcini, Gustavo Deco, Mathias Quoy, Gorka Zamora‐López · 2023 · Scientific Reports
- Representation of foreseeable choice outcomes in orbitofrontal cortex triplet-wise interactionsEmili Balaguer‐Ballester, Ramon Nogueira, Juan M. Abofalia, Rubén Moreno‐Bote, Maria Victoria Sanchez-Vives · 2020 · PLoS Computational Biology
- From hallucinations to synaesthesia: A circular inference account of unimodal and multimodal erroneous percepts in clinical and drug-induced psychosisPantelis Leptourgos, Vincent Bouttier, Sophie Denève, Renaud Jardri · 2021 · Neuroscience & Biobehavioral Reviews
- Temporal pattern recognition in retinal ganglion cells is mediated by dynamical inhibitory synapsesSimone Ebert, Thomas Buffet, B. Semihcan Sermet, Olivier Marre, Bruno Cessac · 2024 · Nature Communications
- A two-stage strategy for brain-inspired unsupervised learning in spiking neural networksZhen Cao, Chuanfeng Ma, Biao Hou, Xiaoyu Chen, Leida Li, Hao Zhu, Dou Quan, Licheng Jiao · 2024 · Neurocomputing
- Unsupervised learning of temporal features for word categorization in a spiking neural network model of the auditory brainIrina Higgins, Simon M. Stringer, Jan W. H. Schnupp · 2017 · PLoS ONE
- Dynamics of multiple interacting excitatory and inhibitory populations with delaysChristopher M. Kim, Ulrich Egert, Arvind Kumar · 2020 · Physical review. E
- A dynamic neural field model of continuous input integrationWeronika Wojtak, Stephen Coombes, Daniele Avitabile, Estela G. Bicho, Wolfram Erlhagen · 2021 · Biological Cybernetics
- Influence of BDNF Val66Met polymorphism on excitatory-inhibitory balance and plasticity in human motor cortexRobin F. H. Cash, Kaviraja Udupa, Carolyn A. Gunraj, Filomena Mazzella, Zafiris Jeff Daskalakis, Albert H.C. Wong, J.L. Kennedy, Robert E. Chen · 2021 · Clinical Neurophysiology
- Self-organization of a doubly asynchronous irregular network state for spikes and burstsFilip Vercruysse, Richard Naud, Henning Sprekeler · 2021 · PLoS Computational Biology
- From Chemoinformatics to Deep Learning: an Open Road to Drug DiscoveryLeonardo LG Ferreira, Adriano Defini Andricopulo · 2019 · Future Medicinal Chemistry
- Stimulus presentation can enhance spiking irregularity across subcortical and cortical regionsSaleh Fayaz, Mohammad Amin Fakharian, Ali Ghazizadeh · 2022 · PLoS Computational Biology
- Encoding symbolic sequences with spiking neural reservoirsRenato Duarte, Marvin Uhlmann, Dick Van den Broek, Hartmut Fitz, Karl Magnus Petersson, Abigail Morrison · 2018 · International Joint Conference on Neural Networks (IJCNN)
- Thalamus exhibits less sensory variability quenching than cortexEva Poland, Tobias H. Donner, Kai-Markus Müller, David A. Leopold, Melanie Wilke · 2019 · Scientific Reports
- Determination of effective synaptic conductances using somatic voltage clampSongting Li, Nan Liu, Yao Li, Xiaohui Zhang, Douglas Zhou, David Cai · 2019 · PLoS Computational Biology