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Limits to high-speed simulations of spiking neural networks using general-purpose computers.
- Published in:
- Frontiers in Psychology, 2015, p. 1, doi. 10.3389/fninf.2014.00076
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- Publication type:
- Article
Computational models of episodic-like memory in food-caching birds.
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- Nature Communications, 2023, v. 14, n. 1, p. 1, doi. 10.1038/s41467-023-38570-x
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- Publication type:
- Article
Fast adaptation to rule switching using neuronal surprise.
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- PLoS Computational Biology, 2024, v. 20, n. 2, p. 1, doi. 10.1371/journal.pcbi.1011839
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- Publication type:
- Article
Learning what matters: Synaptic plasticity with invariance to second-order input correlations.
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- PLoS Computational Biology, 2024, v. 20, n. 2, p. 1, doi. 10.1371/journal.pcbi.1011844
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- Publication type:
- Article
A dynamic attractor network model of memory formation, reinforcement and forgetting.
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- PLoS Computational Biology, 2023, v. 19, n. 12, p. 1, doi. 10.1371/journal.pcbi.1011727
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- Publication type:
- Article
Diverse synaptic plasticity mechanisms orchestrated to form and retrieve memories in spiking neural networks.
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- Nature Communications, 2015, v. 6, n. 4, p. 6922, doi. 10.1038/ncomms7922
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- Publication type:
- Article
When shared concept cells support associations: Theory of overlapping memory engrams.
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- PLoS Computational Biology, 2021, v. 17, n. 12, p. 1, doi. 10.1371/journal.pcbi.1009691
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- Publication type:
- Article
A functional model of adult dentate gyrus neurogenesis.
- Published in:
- eLife, 2021, p. 1, doi. 10.7554/eLife.66463
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- Publication type:
- Article
Extracting non-linear integrate-and-fire models from experimental data using dynamic I– V curves.
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- Biological Cybernetics, 2008, v. 99, n. 4/5, p. 361, doi. 10.1007/s00422-008-0259-4
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- Publication type:
- Article
The quantitative single-neuron modeling competition.
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- Biological Cybernetics, 2008, v. 99, n. 4/5, p. 417, doi. 10.1007/s00422-008-0261-x
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- Publication type:
- Article
Firing patterns in the adaptive exponential integrate-and-fire model.
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- Biological Cybernetics, 2008, v. 99, n. 4/5, p. 335, doi. 10.1007/s00422-008-0264-7
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- Article
Special issue on quantitative neuron modeling.
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- 2008
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- Publication type:
- Editorial
Phenomenological models of synaptic plasticity based on spike timing.
- Published in:
- Biological Cybernetics, 2008, v. 98, n. 6, p. 459, doi. 10.1007/s00422-008-0233-1
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- Article
Mathematical formulations of Hebbian learning.
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- Biological Cybernetics, 2002, v. 87, n. 5/6, p. 404, doi. 10.1007/s00422-002-0353-y
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- Publication type:
- Article
Spatial cognition and neuro-mimetic navigation: a model of hippocampal place cell activity.
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- Biological Cybernetics, 2000, v. 83, n. 3, p. 287, doi. 10.1007/s004220000171
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- Publication type:
- Article
Eligibility Traces and Plasticity on Behavioral Time Scales: Experimental Support of NeoHebbian Three-Factor Learning Rules.
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- Frontiers in Neural Circuits, 2018, p. N.PAG, doi. 10.3389/fncir.2018.00053
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- Publication type:
- Article
A Model of Synaptic Reconsolidation.
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- Frontiers in Neuroscience, 2016, p. 1, doi. 10.3389/fnins.2016.00206
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- Publication type:
- Article
Reward-based learning under hardware constraints - using a RISC processor embedded in a neuromorphic substrate.
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- Frontiers in Neuroscience, 2013, v. 7, p. 1, doi. 10.3389/fnins.2013.00160
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- Publication type:
- Article
Towards a theory of cortical columns: From spiking neurons to interacting neural populations of finite size.
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- PLoS Computational Biology, 2017, v. 13, n. 4, p. 1, doi. 10.1371/journal.pcbi.1005507
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- Publication type:
- Article
Nonlinear Hebbian Learning as a Unifying Principle in Receptive Field Formation.
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- PLoS Computational Biology, 2016, v. 12, n. 9, p. 1, doi. 10.1371/journal.pcbi.1005070
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- Publication type:
- Article
Enhanced Sensitivity to Rapid Input Fluctuations by Nonlinear Threshold Dynamics in Neocortical Pyramidal Neurons.
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- PLoS Computational Biology, 2016, v. 12, n. 2, p. 1, doi. 10.1371/journal.pcbi.1004761
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- Publication type:
- Article
One-shot learning and behavioral eligibility traces in sequential decision making.
- Published in:
- eLife, 2019, p. 1, doi. 10.7554/eLife.47463
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- Publication type:
- Article
Predicting non-linear dynamics by stable local learning in a recurrent spiking neural network.
- Published in:
- eLife, 2017, p. 1, doi. 10.7554/eLife.28295.001
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- Publication type:
- Article
Synaptic Consolidation: From Synapses to Behavioral Modeling.
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- Journal of Neuroscience, 2015, v. 35, n. 3, p. 1319, doi. 10.1523/JNEUROSCI.3989-14.2015
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- Publication type:
- Article
Automated High-Throughput Characterization of Single Neurons by Means of Simplified Spiking Models.
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- PLoS Computational Biology, 2015, v. 11, n. 6, p. 1, doi. 10.1371/journal.pcbi.1004275
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- Publication type:
- Article
Synaptic Plasticity in Neural Networks Needs Homeostasis with a Fast Rate Detector.
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- PLoS Computational Biology, 2013, v. 9, n. 11, p. 1, doi. 10.1371/journal.pcbi.1003330
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- Publication type:
- Article
Reinforcement Learning Using a Continuous Time Actor-Critic Framework with Spiking Neurons.
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- PLoS Computational Biology, 2013, v. 9, n. 4, p. 1, doi. 10.1371/journal.pcbi.1003024
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- Publication type:
- Article
Coding and Decoding with Adapting Neurons: A Population Approach to the Peri-Stimulus Time Histogram.
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- PLoS Computational Biology, 2012, v. 8, n. 10, p. 1, doi. 10.1371/journal.pcbi.1002711
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- Publication type:
- Article
Paradoxical Evidence Integration in Rapid Decision Processes.
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- PLoS Computational Biology, 2012, v. 8, n. 2, p. 1, doi. 10.1371/journal.pcbi.1002382
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- Publication type:
- Article
Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail.
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- PLoS Computational Biology, 2009, v. 5, n. 12, p. 1, doi. 10.1371/journal.pcbi.1000586
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- Publication type:
- Article
Tag-Trigger-Consolidation: A Model of Early and Late Long-Term-Potentiation and Depression.
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- PLoS Computational Biology, 2008, v. 4, n. 12, p. 1, doi. 10.1371/journal.pcbi.1000248
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- Publication type:
- Article
Multicontact Co-operativity in Spike-Timing-Dependent Structural Plasticity Stabilizes Networks.
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- Cerebral Cortex, 2018, v. 28, n. 4, p. 1396, doi. 10.1093/cercor/bhx339
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- Publication type:
- Article
The Silent Period of Evidence Integration in Fast Decision Making.
- Published in:
- PLoS ONE, 2013, v. 8, n. 1, p. 1, doi. 10.1371/journal.pone.0046525
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- Publication type:
- Article
Spike-timing prediction in cortical neurons with active dendrites.
- Published in:
- Frontiers in Computational Neuroscience, 2014, v. 8, p. 1, doi. 10.3389/fncom.2014.00090
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- Publication type:
- Article
Spike-timing prediction in cortical neurons with active dendrites.
- Published in:
- Frontiers in Computational Neuroscience, 2014, v. 8, p. 1, doi. 10.3389/fncom.2014.00090
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- Publication type:
- Article
Stochastic variational learning in recurrent spiking networks.
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- Frontiers in Computational Neuroscience, 2014, v. 8, p. 1, doi. 10.3389/fncom.2014.00038
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- Publication type:
- Article
Mesoscopic population equations for spiking neural networks with synaptic short-term plasticity.
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- Journal of Mathematical Neuroscience, 2020, v. 10, n. 1, p. 1, doi. 10.1186/s13408-020-00082-z
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- Publication type:
- Article
A neuronal learning rule for sub-millisecond temporal coding.
- Published in:
- Nature, 1996, v. 383, n. 6595, p. 76, doi. 10.1038/383076a0
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- Publication type:
- Article
High-performance deep spiking neural networks with 0.3 spikes per neuron.
- Published in:
- Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-024-51110-5
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- Publication type:
- Article
Optimal Stimulation Protocol in a Bistable Synaptic Consolidation Model.
- Published in:
- Frontiers in Computational Neuroscience, 2019, v. 13, p. 1, doi. 10.3389/fncom.2019.00078
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- Publication type:
- Article
Triplets of Spikes in a Model of Spike Timing-Dependent Plasticity.
- Published in:
- Journal of Neuroscience, 2006, v. 26, n. 38, p. 1
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- Publication type:
- Article
Limits to high-speed simulations of spiking neural networks using general-purpose computers.
- Published in:
- Frontiers in Neuroinformatics, 2014, v. 8, p. 1, doi. 10.3389/fninf.2014.00076
- By:
- Publication type:
- Article
Multi-Timescale Memory Dynamics Extend Task Repertoire in a Reinforcement Learning Network With Attention-Gated Memory.
- Published in:
- Frontiers in Computational Neuroscience, 2018, p. N.PAG, doi. 10.3389/fncom.2018.00050
- By:
- Publication type:
- Article
Cortical Dynamics in Presence of Assemblies of Densely Connected Weight-Hub Neurons.
- Published in:
- Frontiers in Computational Neuroscience, 2017, p. 1, doi. 10.3389/fncom.2017.00052
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- Publication type:
- Article
How single neuron properties shape chaotic dynamics and signal transmission in random neural networks.
- Published in:
- PLoS Computational Biology, 2019, v. 15, n. 6, p. 1, doi. 10.1371/journal.pcbi.1007122
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- Publication type:
- Article
Stability of working memory in continuous attractor networks under the control of short-term plasticity.
- Published in:
- PLoS Computational Biology, 2019, v. 15, n. 5, p. 1, doi. 10.1371/journal.pcbi.1006928
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- Publication type:
- Article
Temporal whitening by power-law adaptation in neocortical neurons.
- Published in:
- Nature Neuroscience, 2013, v. 16, n. 7, p. 942, doi. 10.1038/nn.3431
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- Publication type:
- Article
Connectivity reflects coding: a model of voltage-based STDP with homeostasis.
- Published in:
- Nature Neuroscience, 2010, v. 13, n. 3, p. 344, doi. 10.1038/nn.2479
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- Publication type:
- Article
Stress, genotype and norepinephrine in the prediction of mouse behavior using reinforcement learning.
- Published in:
- Nature Neuroscience, 2009, v. 12, n. 9, p. 1180, doi. 10.1038/nn.2374
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- Publication type:
- Article
Neuromodulated Spike-Timing-Dependent Plasticity, and Theory of Three-Factor Learning Rules.
- Published in:
- Frontiers in Neural Circuits, 2016, p. 1, doi. 10.3389/fncir.2015.00085
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- Publication type:
- Article