Reinforcement Learning of Linking and Tracing Contours in Recurrent Neural Networks

Belief states as a framework to explain extra-retinal influences in visual cortex

(2015) Hendrikje Nienborg et al.   CURRENT OPINION IN NEUROBIOLOGY

Reinforcement learning improves behaviour from evaluative feedback

(2015) Michael L. Littman   NATURE

How Attention Can Create Synaptic Tags for the Learning of Working Memories in Sequential Tasks

(2015) Jaldert O. Rombouts et al.   PLoS Computational Biology

On event-based optical flow detection

(2015) Tobias Brosch et al.   Frontiers in Neuroscience

Visual statistical learning can drive object-based attentional selection

(2014) Libo Zhao et al.   Attention Perception & Psychophysics

A Growth-Cone Model for the Spread of Object-Based Attention during Contour Grouping

(2014) Arezoo Pooresmaeili et al.   CURRENT BIOLOGY

Perceptual training continuously refines neuronal population codes in primary visual cortex

(2014) Yin Yan et al.   NATURE NEUROSCIENCE

Computing with a Canonical Neural Circuits Model with Pool Normalization and Modulating Feedback

(2014) Tobias Brosch et al.   NEURAL COMPUTATION

Interaction of feedforward and feedback streams in visual cortex in a firing-rate model of columnar computations

(2014) Tobias Brosch et al.   NEURAL NETWORKS

Dorsal Raphe Neurons Signal Reward through 5-HT and Glutamate

(2014) Zhixiang Liu et al.   NEURON

Incremental Integration of Global Contours through Interplay between Visual Cortical Areas

(2014) Minggui Chen et al.   NEURON

Eye Movement Preparation Modulates Neuronal Responses in Area V4 When Dissociated from Attentional Demands

(2014) Nicholas A. Steinmetz et al.   NEURON

Simultaneous selection by object-based attention in visual and frontal cortex

(2014) A. Pooresmaeili et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A critical time window for dopamine actions on the structural plasticity of dendritic spines

(2014) S. Yagishita et al.   SCIENCE

The importance of being hierarchical

(2013) Nikola T Markov et al.   CURRENT OPINION IN NEUROBIOLOGY

Anatomy of hierarchy: Feedforward and feedback pathways in macaque visual cortex

(2013) Nikola T. Markov et al.   JOURNAL OF COMPARATIVE NEUROLOGY

A single functional model of drivers and modulators in cortex

(2013) M. W. Spratling   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Distinct Balance of Excitation and Inhibition in an Interareal Feedforward and Feedback Circuit of Mouse Visual Cortex

(2013) W. Yang et al.   JOURNAL OF NEUROSCIENCE

Corticocortical Feedback Contributes to Surround Suppression in V1 of the Alert Primate

(2013) J. J. Nassi et al.   JOURNAL OF NEUROSCIENCE

Network model of top-down influences on local gain and contextual interactions in visual cortex

(2013) V. Piech et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A unified selection signal for attention and reward in primary visual cortex

(2013) L. Stanisor et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Cortical High-Density Counterstream Architectures

(2013) N. T. Markov et al.   SCIENCE

Modulatory Effects of Metabotropic Glutamate Receptors on Local Cortical Circuits

(2012) R. De Pasquale et al.   JOURNAL OF NEUROSCIENCE

Inhibition dominates sensory responses in the awake cortex

(2012) Bilal Haider et al.   NATURE

Echo State Property Linked to an Input: Exploring a Fundamental Characteristic of Recurrent Neural Networks

(2012) G. Manjunath et al.   NEURAL COMPUTATION

The Role of Attention in Figure-Ground Segregation in Areas V1 and V4 of the Visual Cortex

(2012) Jasper Poort et al.   NEURON

Synaptic Properties of Connections between the Primary and Secondary Auditory Cortices in Mice

(2011) E. N. Covic et al.   CEREBRAL CORTEX

Synaptic Properties of Corticocortical Connections between the Primary and Secondary Visual Cortical Areas in the Mouse

(2011) R. De Pasquale et al.   JOURNAL OF NEUROSCIENCE

A Model of Motion Transparency Processing with Local Center-Surround Interactions and Feedback

(2011) Florian Raudies et al.   NEURAL COMPUTATION

Long-Range Neuronal Circuits Underlying the Interaction between Sensory and Motor Cortex

(2011) Tianyi Mao et al.   NEURON

Understanding dopamine and reinforcement learning: The dopamine reward prediction error hypothesis

(2011) P. W. Glimcher   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Model Cortical Association Fields Account for the Time Course and Dependence on Target Complexity of Human Contour Perception

(2011) Vadas Gintautas et al.   PLoS Computational Biology

Spatio-Temporal Credit Assignment in Neuronal Population Learning

(2011) Johannes Friedrich et al.   PLoS Computational Biology

Neuronal Activity in the Visual Cortex Reveals the Temporal Order of Cognitive Operations

(2010) S. I. Moro et al.   JOURNAL OF NEUROSCIENCE

Recurrent policy gradients

(2009) D. Wierstra et al.   LOGIC JOURNAL OF THE IGPL

A neural model of the temporal dynamics of figure–ground segregation in motion perception

(2009) Florian Raudies et al.   NEURAL NETWORKS

Extraction of Surface-Related Features in a Recurrent Model of V1-V2 Interactions

(2009) Ulrich Weidenbacher et al.   PLoS One

Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail

(2009) Eleni Vasilaki et al.   PLoS Computational Biology

Beyond Feedforward Models Trained by Backpropagation: A Practical Training Tool for a More Efficient Universal Approximator

(2008) R. Ilin et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Learning to Link Visual Contours

(2008) Wu Li et al.   NEURON

Reverse hierarchies and sensory learning

(2008) M. Ahissar et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Visual attention during the preparation of bimanual movements

(2008) Daniel Baldauf et al.   VISION RESEARCH