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Learning by the dendritic prediction of somatic spiking

Neuron (Cambridge, Mass.), 2014-02, Vol.81 (3), p.521-528

2014

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Somato-dendritic Synaptic Plasticity and Error-backpropagation in Active Dendrites

PLoS computational biology, 2016-02, Vol.12 (2), p.e1004638-e1004638

2016

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Reinforcement learning in populations of spiking neurons

Nature neuroscience, 2009-03, Vol.12 (3), p.250-252

2009

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Natural-gradient learning for spiking neurons

eLife, 2022-04, Vol.11

2022

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Cortical oscillations support sampling-based computations in spiking neural networks

PLoS computational biology, 2022-03, Vol.18 (3), p.e1009753-e1009753

2022

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Learning cortical representations through perturbed and adversarial dreaming

eLife, 2022-04, Vol.11

2022

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Evolving interpretable plasticity for spiking networks

eLife, 2021-10, Vol.10

2021

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Stress-induced alterations of social behavior are reversible by antagonism of steroid hormones in C57/BL6 mice

Naunyn-Schmiedeberg's archives of pharmacology, 2021-01, Vol.394 (1), p.127-135

2021

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Spike-Time-Dependent Plasticity and Heterosynaptic Competition Organize Networks to Produce Long Scale-Free Sequences of Neural Activity

Neuron (Cambridge, Mass.), 2010-02, Vol.65 (4), p.563-576

2010

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Prospective Coding by Spiking Neurons

PLoS computational biology, 2016-06, Vol.12 (6), p.e1005003-e1005003

2016

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Predictive olfactory learning in Drosophila

Scientific reports, 2021-03, Vol.11 (1), p.6795-6795, Article 6795

2021

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A normative theory of forgetting: lessons from the fruit fly

PLoS computational biology, 2014-06, Vol.10 (6), p.e1003640-e1003640

2014

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Spatio-temporal credit assignment in neuronal population learning

PLoS computational biology, 2011-06, Vol.7 (6), p.e1002092-e1002092

2011

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Scale-Free Navigational Planning by Neuronal Traveling Waves

PloS one, 2015-07, Vol.10 (7), p.e0127269-e0127269

2015

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Spike-based reinforcement learning in continuous state and action space: when policy gradient methods fail

PLoS computational biology, 2009-12, Vol.5 (12), p.e1000586-e1000586

2009

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Hierarchical Novelty-Familiarity Representation in the Visual System by Modular Predictive Coding

PloS one, 2015-12, Vol.10 (12), p.e0144636-e0144636

2015

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Data-driven reduction of dendritic morphologies with preserved dendro-somatic responses

eLife, 2021-01, Vol.10

2021

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Code-specific learning rules improve action selection by populations of spiking neurons

International journal of neural systems, 2014-08, Vol.24 (5), p.1450002

2014

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Dopamine Increases the Gain of the Input-Output Response of Rat Prefrontal Pyramidal Neurons

Journal of neurophysiology, 2008-06, Vol.99 (6), p.2985-2997

2008

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Spike-based decision learning of Nash equilibria in two-player games

PLoS computational biology, 2012-09, Vol.8 (9), p.e1002691-e1002691

2012

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Abstract Reservoir Computing

AI (Basel), 2022-03, Vol.3 (1), p.194-210

2022

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A Synaptic Explanation of Suppression in Visual Cortex

The Journal of neuroscience, 2002-11, Vol.22 (22), p.10053-10065

2002

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Climbing Neuronal Activity as an Event-Based Cortical Representation of Time

The Journal of neuroscience, 2004-03, Vol.24 (13), p.3295-3303

2004

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Neocortical Pyramidal Cells Respond as Integrate-and-Fire Neurons to In Vivo-Like Input Currents

Journal of neurophysiology, 2003-09, Vol.90 (3), p.1598-1612

2003

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Extending lifetime of plastic changes in the human brain

The European journal of neuroscience, 2006-11, Vol.24 (10), p.2961-2966

2006

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Learning by the dendritic prediction of somatic spiking

Somato-dendritic Synaptic Plasticity and Error-backpropagation in Active Dendrites

Reinforcement learning in populations of spiking neurons

Natural-gradient learning for spiking neurons

Cortical oscillations support sampling-based computations in spiking neural networks

Learning cortical representations through perturbed and adversarial dreaming

Evolving interpretable plasticity for spiking networks

Stress-induced alterations of social behavior are reversible by antagonism of steroid hormones in C57/BL6 mice

Spike-Time-Dependent Plasticity and Heterosynaptic Competition Organize Networks to Produce Long Scale-Free Sequences of Neural Activity

Prospective Coding by Spiking Neurons

Predictive olfactory learning in Drosophila

A normative theory of forgetting: lessons from the fruit fly

Spatio-temporal credit assignment in neuronal population learning

Scale-Free Navigational Planning by Neuronal Traveling Waves

Spike-based reinforcement learning in continuous state and action space: when policy gradient methods fail

Hierarchical Novelty-Familiarity Representation in the Visual System by Modular Predictive Coding

Data-driven reduction of dendritic morphologies with preserved dendro-somatic responses

Code-specific learning rules improve action selection by populations of spiking neurons

Dopamine Increases the Gain of the Input-Output Response of Rat Prefrontal Pyramidal Neurons

Spike-based decision learning of Nash equilibria in two-player games

Abstract Reservoir Computing

A Synaptic Explanation of Suppression in Visual Cortex

Climbing Neuronal Activity as an Event-Based Cortical Representation of Time

Neocortical Pyramidal Cells Respond as Integrate-and-Fire Neurons to In Vivo-Like Input Currents

Extending lifetime of plastic changes in the human brain

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