Inferring Nonlinear Neuronal Computation Based on Physiologically Plausible Inputs

Construction of Direction Selectivity through Local Energy Computations in Primary Visual Cortex

(2013) Timm Lochmann et al.   PLoS One

Inferring the role of inhibition in auditory processing of complex natural stimuli

(2012) Nadja Schinkel-Bielefeld et al.   JOURNAL OF NEUROPHYSIOLOGY

The spatial structure of a nonlinear receptive field

(2012) Gregory W Schwartz et al.   NATURE NEUROSCIENCE

Hierarchical processing of complex motion along the primate dorsal visual pathway

(2012) P. J. Mineault et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The most numerous ganglion cell type of the mouse retina is a selective feature detector

(2012) Y. Zhang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Physiological clustering of visual channels in the mouse retina

(2011) Karl Farrow et al.   JOURNAL OF NEUROPHYSIOLOGY

Suppressive Mechanisms in Monkey V1 Help to Solve the Stereo Correspondence Problem

(2011) S. Tanabe et al.   JOURNAL OF NEUROSCIENCE

A Three-Dimensional Spatiotemporal Receptive Field Model Explains Responses of Area MT Neurons to Naturalistic Movies

(2011) S. Nishimoto et al.   JOURNAL OF NEUROSCIENCE

Temporal Precision in the Visual Pathway through the Interplay of Excitation and Stimulus-Driven Suppression

(2011) D. A. Butts et al.   JOURNAL OF NEUROSCIENCE

A Generalized Linear Model for Estimating Spectrotemporal Receptive Fields from Responses to Natural Sounds

(2011) Ana Calabrese et al.   PLoS One

Receptive Field Inference with Localized Priors

(2011) Mijung Park et al.   PLoS Computational Biology

Second Order Dimensionality Reduction Using Minimum and Maximum Mutual Information Models

(2011) Jeffrey D. Fitzgerald et al.   PLoS Computational Biology

Ambiguity and invariance: two fundamental challenges for visual processing

(2010) Nicole C Rust et al.   CURRENT OPINION IN NEUROBIOLOGY

The Episodic Nature of Spike Trains in the Early Visual Pathway

(2010) Daniel A. Butts et al.   JOURNAL OF NEUROPHYSIOLOGY

Developmental sensory experience balances cortical excitation and inhibition

(2010) Anja L. Dorrn et al.   NATURE

Fine-tuning of pre-balanced excitation and inhibition during auditory cortical development

(2010) Yujiao J. Sun et al.   NATURE

Thalamic interneurons and relay cells use complementary synaptic mechanisms for visual processing

(2010) Xin Wang et al.   NATURE NEUROSCIENCE

Bayesian inference for generalized linear models for spiking neurons

(2010) Sebastian Gerwinn   Frontiers in Computational Neuroscience

Non-Centered Spike-Triggered Covariance Analysis Reveals Neurotrophin-3 as a Developmental Regulator of Receptive Field Properties of ON-OFF Retinal Ganglion Cells

(2010) Donald R. Cantrell et al.   PLoS Computational Biology

Preserving Information in Neural Transmission

(2009) L. C. Sincich et al.   JOURNAL OF NEUROSCIENCE

Receptive field characterization by spike-triggered independent component analysis

(2009) A. B. Saleem et al.   JOURNAL OF VISION

Gating multiple signals through detailed balance of excitation and inhibition in spiking networks

(2009) Tim P Vogels et al.   NATURE NEUROSCIENCE

Estimating linear–nonlinear models using Rényi divergences

(2009) Minjoon Kouh et al.   NETWORK-COMPUTATION IN NEURAL SYSTEMS

Balanced Amplification: A New Mechanism of Selective Amplification of Neural Activity Patterns

(2009) Brendan K. Murphy et al.   NEURON

Modeling convergent ON and OFF pathways in the early visual system

(2008) Tim Gollisch et al.   BIOLOGICAL CYBERNETICS

Nonlinearities and Contextual Influences in Auditory Cortical Responses Modeled with Multilinear Spectrotemporal Methods

(2008) M. B. Ahrens et al.   JOURNAL OF NEUROSCIENCE

Spatio-temporal correlations and visual signalling in a complete neuronal population

(2008) Jonathan W. Pillow et al.   NATURE

Instantaneous correlation of excitation and inhibition during ongoing and sensory-evoked activities

(2008) Michael Okun et al.   NATURE NEUROSCIENCE

Inferring input nonlinearities in neural encoding models

(2008) Misha B. Ahrens et al.   NETWORK-COMPUTATION IN NEURAL SYSTEMS

Data Sharing for Computational Neuroscience

(2008) Jeffrey L. Teeters et al.   NEUROINFORMATICS

Functional Mechanisms Shaping Lateral Geniculate Responses to Artificial and Natural Stimuli

(2008) Valerio Mante et al.   NEURON

Lateral Sharpening of Cortical Frequency Tuning by Approximately Balanced Inhibition

(2008) Guangying K. Wu et al.   NEURON

Linear and nonlinear systems analysis of the visual system: Why does it seem so linear?

(2008) Robert Shapley   VISION RESEARCH