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Criticality meets learning: Criticality signatures in a self-organizing recurrent neural network

PloS one, 2017-05, Vol.12 (5), p.e0178683-e0178683

2017

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Plasticity-Driven Self-Organization under Topological Constraints Accounts for Non-random Features of Cortical Synaptic Wiring

PLoS computational biology, 2016-02, Vol.12 (2), p.e1004759-e1004759

2016

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Network self-organization explains the statistics and dynamics of synaptic connection strengths in cortex

PLoS computational biology, 2013-01, Vol.9 (1), p.e1002848-e1002848

2013

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Hippocampus and striatum show distinct contributions to longitudinal changes in value-based learning in middle childhood

eLife, 2024-07, Vol.12

2024

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Bridging structure and function: A model of sequence learning and prediction in primary visual cortex

PLoS computational biology, 2018-06, Vol.14 (6), p.e1006187-e1006187

2018

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Competition for synaptic building blocks shapes synaptic plasticity

eLife, 2018-09, Vol.7

2018

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Where's the Noise? Key Features of Spontaneous Activity and Neural Variability Arise through Learning in a Deterministic Network

PLoS computational biology, 2015-12, Vol.11 (12), p.e1004640-e1004640

2015

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A Gradient Rule for the Plasticity of a Neuron’s Intrinsic Excitability

Artificial Neural Networks: Biological Inspirations – ICANN 2005, 2005, p.65-70

2005

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A developmental increase of inhibition promotes the emergence of hippocampal ripples

Nature communications, 2024-01, Vol.15 (1), p.738-17, Article 738

2024

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Watch the hands: infants can learn to follow gaze by seeing adults manipulate objects

Developmental science, 2014-03, Vol.17 (2), p.270-281

2014

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Variability in infant social responsiveness: Age and situational differences in attention-following

Developmental cognitive neuroscience, 2023-10, Vol.63, p.101283-101283, Article 101283

2023

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Independent component analysis in spiking neurons

PLoS computational biology, 2010-04, Vol.6 (4), p.e1000757-e1000757

2010

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The development of active binocular vision under normal and alternate rearing conditions

eLife, 2021-08, Vol.10

2021

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SORN: a Self-organizing Recurrent Neural Network

Frontiers in computational neuroscience, 2009-10, Vol.3, p.23-23

2009

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Accelerating spiking neural network simulations with PymoNNto and PymoNNtorch

Frontiers in neuroinformatics, 2024-02, Vol.18, p.1331220-1331220

2024

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A model of human motor sequence learning explains facilitation and interference effects based on spike-timing dependent plasticity

PLoS computational biology, 2017-08, Vol.13 (8), p.e1005632-e1005632

2017

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Utilizing 2D-region-based CNNs for automatic dendritic spine detection in 3D live cell imaging

Scientific reports, 2023-11, Vol.13 (1), p.20497-14, Article 20497

2023

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Degeneracy in epilepsy: multiple routes to hyperexcitable brain circuits and their repair

Communications biology, 2023-05, Vol.6 (1), p.479-479, Article 479

2023

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PymoNNto: A Flexible Modular Toolbox for Designing Brain-Inspired Neural Networks

Frontiers in neuroinformatics, 2021-11, Vol.15, p.715131

2021

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Higher-Order Synaptic Interactions Coordinate Dynamics in Recurrent Networks

PLoS computational biology, 2016-08, Vol.12 (8), p.e1005078-e1005078

2016

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Infants in control: rapid anticipation of action outcomes in a gaze-contingent paradigm

PloS one, 2012-02, Vol.7 (2), p.e30884-e30884

2012

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Nonlinear dynamics analysis of a self-organizing recurrent neural network: chaos waning

PloS one, 2014-01, Vol.9 (1), p.e86962-e86962

2014

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Simulation of electromyographic recordings following transcranial magnetic stimulation

Journal of neurophysiology, 2018-11, Vol.120 (5), p.2532-2541

2018

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A mathematical model of neuroimmune interactions in epileptogenesis for discovering treatment strategies

iScience, 2022-06, Vol.25 (6), p.104343-104343, Article 104343

2022

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Epileptogenesis due to glia-mediated synaptic scaling

Journal of the Royal Society interface, 2009-08, Vol.6 (37), p.655-668

2009

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Criticality meets learning: Criticality signatures in a self-organizing recurrent neural network

Plasticity-Driven Self-Organization under Topological Constraints Accounts for Non-random Features of Cortical Synaptic Wiring

Network self-organization explains the statistics and dynamics of synaptic connection strengths in cortex

Hippocampus and striatum show distinct contributions to longitudinal changes in value-based learning in middle childhood

Bridging structure and function: A model of sequence learning and prediction in primary visual cortex

Competition for synaptic building blocks shapes synaptic plasticity

Where's the Noise? Key Features of Spontaneous Activity and Neural Variability Arise through Learning in a Deterministic Network

A Gradient Rule for the Plasticity of a Neuron’s Intrinsic Excitability

A developmental increase of inhibition promotes the emergence of hippocampal ripples

Watch the hands: infants can learn to follow gaze by seeing adults manipulate objects

Variability in infant social responsiveness: Age and situational differences in attention-following

Independent component analysis in spiking neurons

The development of active binocular vision under normal and alternate rearing conditions

SORN: a Self-organizing Recurrent Neural Network

Accelerating spiking neural network simulations with PymoNNto and PymoNNtorch

A model of human motor sequence learning explains facilitation and interference effects based on spike-timing dependent plasticity

Utilizing 2D-region-based CNNs for automatic dendritic spine detection in 3D live cell imaging

Degeneracy in epilepsy: multiple routes to hyperexcitable brain circuits and their repair

PymoNNto: A Flexible Modular Toolbox for Designing Brain-Inspired Neural Networks

Higher-Order Synaptic Interactions Coordinate Dynamics in Recurrent Networks

Infants in control: rapid anticipation of action outcomes in a gaze-contingent paradigm

Nonlinear dynamics analysis of a self-organizing recurrent neural network: chaos waning

Simulation of electromyographic recordings following transcranial magnetic stimulation

A mathematical model of neuroimmune interactions in epileptogenesis for discovering treatment strategies

Epileptogenesis due to glia-mediated synaptic scaling

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