Network Receptive Field Modeling Reveals Extensive Integration and Multi-feature Selectivity in Auditory Cortical Neurons

Central auditory neurons have composite receptive fields

(2016) Andrei S. Kozlov et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Measuring the Performance of Neural Models

(2016) Oliver Schoppe et al.   Frontiers in Computational Neuroscience

A survey on the application of recurrent neural networks to statistical language modeling

(2015) Wim De Mulder et al.   COMPUTER SPEECH AND LANGUAGE

The Essential Complexity of Auditory Receptive Fields

(2015) Ivar L. Thorson et al.   PLoS Computational Biology

The Equivalence of Information-Theoretic and Likelihood-Based Methods for Neural Dimensionality Reduction

(2015) Ross S. Williamson et al.   PLoS Computational Biology

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Computational Identification of Receptive Fields

(2013) Tatyana O. Sharpee   Annual Review of Neuroscience

Integration over Multiple Timescales in Primary Auditory Cortex

(2013) S. V. David et al.   JOURNAL OF NEUROSCIENCE

Parvalbumin-Expressing Inhibitory Interneurons in Auditory Cortex Are Well-Tuned for Frequency

(2013) A. K. Moore et al.   JOURNAL OF NEUROSCIENCE

Constructing Noise-Invariant Representations of Sound in the Auditory Pathway

(2013) Neil C. Rabinowitz et al.   PLOS BIOLOGY

Inferring Nonlinear Neuronal Computation Based on Physiologically Plausible Inputs

(2013) James M. McFarland et al.   PLoS Computational Biology

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

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

Receptive field dimensionality increases from the auditory midbrain to cortex

(2012) Craig A. Atencio et al.   JOURNAL OF NEUROPHYSIOLOGY

Spectrotemporal Contrast Kernels for Neurons in Primary Auditory Cortex

(2012) N. C. Rabinowitz et al.   JOURNAL OF NEUROSCIENCE

Differences between Spectro-Temporal Receptive Fields Derived from Artificial and Natural Stimuli in the Auditory Cortex

(2012) Jonathan Laudanski et al.   PLoS One

Sparse Codes for Speech Predict Spectrotemporal Receptive Fields in the Inferior Colliculus

(2012) Nicole L. Carlson et al.   PLoS Computational Biology

Hierarchical representations in the auditory cortex

(2011) Tatyana O Sharpee et al.   CURRENT OPINION IN NEUROBIOLOGY

Contrast Gain Control in Auditory Cortex

(2011) Neil C. Rabinowitz et al.   NEURON

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

(2011) Ana Calabrese et al.   PLoS One

Kernel density estimation via diffusion

(2010) Z. I. Botev et al.   ANNALS OF STATISTICS

Neural Ensemble Codes for Stimulus Periodicity in Auditory Cortex

(2010) J. K. Bizley et al.   JOURNAL OF NEUROSCIENCE

Long-Lasting Context Dependence Constrains Neural Encoding Models in Rodent Auditory Cortex

(2009) Hiroki Asari et al.   JOURNAL OF NEUROPHYSIOLOGY

Rapid Synaptic Depression Explains Nonlinear Modulation of Spectro-Temporal Tuning in Primary Auditory Cortex by Natural Stimuli

(2009) S. V. David et al.   JOURNAL OF NEUROSCIENCE

Estimating linear–nonlinear models using Rényi divergences

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

Hierarchical computation in the canonical auditory cortical circuit

(2009) C. A. Atencio et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

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

The Consequences of Response Nonlinearities for Interpretation of Spectrotemporal Receptive Fields

(2008) G. B. Christianson et al.   JOURNAL OF NEUROSCIENCE

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

(2008) Jonathan W. Pillow et al.   NATURE

Cooperative Nonlinearities in Auditory Cortical Neurons

(2008) Craig A. Atencio et al.   NEURON