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Leveraging heterogeneity for neural computation with fading memory in layer 2/3 cortical microcircuits

PLoS computational biology, 2019-04, Vol.15 (4), p.e1006781

2019

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A System-on-Chip Based Hybrid Neuromorphic Compute Node Architecture for Reproducible Hyper-Real-Time Simulations of Spiking Neural Networks

Frontiers in neuroinformatics, 2022-06, Vol.16, p.884033

2022

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Firing rate homeostasis counteracts changes in stability of recurrent neural networks caused by synapse loss in Alzheimer's disease

PLoS computational biology, 2020-08, Vol.16 (8), p.e1007790-e1007790

2020

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Exploring the role of striatal D1 and D2 medium spiny neurons in action selection using a virtual robotic framework

The European journal of neuroscience, 2019-03, Vol.49 (6), p.737-753

2019

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Spike-Timing-Dependent Plasticity in Balanced Random Networks

Neural computation, 2007-06, Vol.19 (6), p.1437-1467

2007

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When shared concept cells support associations: Theory of overlapping memory engrams

PLoS computational biology, 2021-12, Vol.17 (12), p.e1009691-e1009691

2021

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Neural manifold under plasticity in a goal driven learning behaviour

PLoS computational biology, 2021-02, Vol.17 (2), p.e1008621-e1008621

2021

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One rule to grow them all: a general theory of neuronal branching and its practical application

PLoS computational biology, 2010-08, Vol.6 (8), p.e1000877

2010

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Intimate Partner Violence and Immigration in the United States: A Systematic Review

Trauma, Violence, & Abuse, 2024-01, Vol.25 (1), p.846-861

2024

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Synaptic plasticity in neural networks needs homeostasis with a fast rate detector

PLoS computational biology, 2013-11, Vol.9 (11), p.e1003330-e1003330

2013

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Biophysically grounded mean-field models of neural populations under electrical stimulation

PLoS computational biology, 2020-04, Vol.16 (4), p.e1007822-e1007822

2020

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Reproducing Polychronization: A Guide to Maximizing the Reproducibility of Spiking Network Models

Frontiers in neuroinformatics, 2018-08, Vol.12, p.46-46

2018

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Toward reproducible models of sequence learning: replication and analysis of a modular spiking network with reward-based learning

Frontiers in integrative neuroscience, 2023-06, Vol.17, p.935177-935177

2023

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Fast adaptation to rule switching using neuronal surprise

PLoS computational biology, 2024-02, Vol.20 (2), p.e1011839-e1011839

2024

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A refined information processing capacity metric allows an in-depth analysis of memory and nonlinearity trade-offs in neurocomputational systems

Scientific reports, 2023-06, Vol.13 (1), p.10517-10517, Article 10517

2023

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Unsupervised Learning and Clustered Connectivity Enhance Reinforcement Learning in Spiking Neural Networks

Frontiers in computational neuroscience, 2021-03, Vol.15, p.543872-543872

2021

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A biologically inspired repair mechanism for neuronal reconstructions with a focus on human dendrites

PLoS computational biology, 2024-02, Vol.20 (2), p.e1011267-e1011267

2024

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Learning what matters: Synaptic plasticity with invariance to second-order input correlations

PLoS computational biology, 2024-02, Vol.20 (2), p.e1011844-e1011844

2024

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Models of heterogeneous dopamine signaling in an insect learning and memory center

PLoS computational biology, 2021-08, Vol.17 (8), p.e1009205-e1009205

2021

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UV irradiation remodels the specificity landscape of transcription factors

Proceedings of the National Academy of Sciences - PNAS, 2023-03, Vol.120 (11), p.e2217422120-e2217422120

2023

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Learning and replaying spatiotemporal sequences: A replication study

Frontiers in integrative neuroscience, 2022-10, Vol.16, p.974177

2022

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Signal denoising through topographic modularity of neural circuits

eLife, 2023-01, Vol.12

2023

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A functional spiking-neuron model of activity-silent working memory in humans based on calcium-mediated short-term synaptic plasticity

PLoS computational biology, 2020-06, Vol.16 (6), p.e1007936-e1007936

2020

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Connectivity and dynamics in the olfactory bulb

PLoS computational biology, 2022-02, Vol.18 (2), p.e1009856-e1009856

2022

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Stimulus-specific adaptation in a recurrent network model of primary auditory cortex

PLoS computational biology, 2017-03, Vol.13 (3), p.e1005437-e1005437

2017

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Leveraging heterogeneity for neural computation with fading memory in layer 2/3 cortical microcircuits

A System-on-Chip Based Hybrid Neuromorphic Compute Node Architecture for Reproducible Hyper-Real-Time Simulations of Spiking Neural Networks

Firing rate homeostasis counteracts changes in stability of recurrent neural networks caused by synapse loss in Alzheimer's disease

Exploring the role of striatal D1 and D2 medium spiny neurons in action selection using a virtual robotic framework

Spike-Timing-Dependent Plasticity in Balanced Random Networks

When shared concept cells support associations: Theory of overlapping memory engrams

Neural manifold under plasticity in a goal driven learning behaviour

One rule to grow them all: a general theory of neuronal branching and its practical application

Intimate Partner Violence and Immigration in the United States: A Systematic Review

Synaptic plasticity in neural networks needs homeostasis with a fast rate detector

Biophysically grounded mean-field models of neural populations under electrical stimulation

Reproducing Polychronization: A Guide to Maximizing the Reproducibility of Spiking Network Models

Toward reproducible models of sequence learning: replication and analysis of a modular spiking network with reward-based learning

Fast adaptation to rule switching using neuronal surprise

A refined information processing capacity metric allows an in-depth analysis of memory and nonlinearity trade-offs in neurocomputational systems

Unsupervised Learning and Clustered Connectivity Enhance Reinforcement Learning in Spiking Neural Networks

A biologically inspired repair mechanism for neuronal reconstructions with a focus on human dendrites

Learning what matters: Synaptic plasticity with invariance to second-order input correlations

Models of heterogeneous dopamine signaling in an insect learning and memory center

UV irradiation remodels the specificity landscape of transcription factors

Learning and replaying spatiotemporal sequences: A replication study

Signal denoising through topographic modularity of neural circuits

A functional spiking-neuron model of activity-silent working memory in humans based on calcium-mediated short-term synaptic plasticity

Connectivity and dynamics in the olfactory bulb

Stimulus-specific adaptation in a recurrent network model of primary auditory cortex

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