Brain-optimized extraction of complex sound features that drive continuous auditory perception

Recurrence is required to capture the representational dynamics of the human visual system

(2019) Tim C. Kietzmann et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

ALICE: A tool for automatic localization of intra-cranial electrodes for clinical and high-density grids

(2018) Mariana P. Branco et al.   JOURNAL OF NEUROSCIENCE METHODS

Elucidating relations between fMRI, ECoG, and EEG through a common natural stimulus

(2018) Stefan Haufe et al.   NEUROIMAGE

A Task-Optimized Neural Network Replicates Human Auditory Behavior, Predicts Brain Responses, and Reveals a Cortical Processing Hierarchy

(2018) Alexander J.E. Kell et al.   NEURON

Neural Tuning to Low-Level Features of Speech throughout the Perisylvian Cortex

(2017) Julia Berezutskaya et al.   JOURNAL OF NEUROSCIENCE

Discovering Event Structure in Continuous Narrative Perception and Memory

(2017) Christopher Baldassano et al.   NEURON

Human Superior Temporal Gyrus Organization of Spectrotemporal Modulation Tuning Derived from Speech Stimuli

(2016) P. W. Hullett et al.   JOURNAL OF NEUROSCIENCE

Using goal-driven deep learning models to understand sensory cortex

(2016) Daniel L K Yamins et al.   NATURE NEUROSCIENCE

Comparison of deep neural networks to spatio-temporal cortical dynamics of human visual object recognition reveals hierarchical correspondence

(2016) Radoslaw Martin Cichy et al.   Scientific Reports

Deep Neural Networks Reveal a Gradient in the Complexity of Neural Representations across the Ventral Stream

(2015) U. Guclu et al.   JOURNAL OF NEUROSCIENCE

Hierarchical process memory: memory as an integral component of information processing

(2015) Uri Hasson et al.   TRENDS IN COGNITIVE SCIENCES

Phonetic Feature Encoding in Human Superior Temporal Gyrus

(2014) N. Mesgarani et al.   SCIENCE

A Toolbox for Representational Similarity Analysis

(2014) Hamed Nili et al.   PLoS Computational Biology

Encoding of Natural Sounds at Multiple Spectral and Temporal Resolutions in the Human Auditory Cortex

(2014) Roberta Santoro et al.   PLoS Computational Biology

Deep Supervised, but Not Unsupervised, Models May Explain IT Cortical Representation

(2014) Seyed-Mahdi Khaligh-Razavi et al.   PLoS Computational Biology

Hearing Silences: Human Auditory Processing Relies on Preactivation of Sound-Specific Brain Activity Patterns

(2013) I. SanMiguel et al.   JOURNAL OF NEUROSCIENCE

Intermodal attention modulates visual processing in dorsal and ventral streams

(2012) A.D. Cate et al.   NEUROIMAGE

How Does the Brain Solve Visual Object Recognition?

(2012) James J. DiCarlo et al.   NEURON

Slow Cortical Dynamics and the Accumulation of Information over Long Timescales

(2012) Christopher J. Honey et al.   NEURON

Reconstructing Speech from Human Auditory Cortex

(2012) Brian N. Pasley et al.   PLOS BIOLOGY

Neurophysiologic correlates of fMRI in human motor cortex

(2011) Dora Hermes et al.   HUMAN BRAIN MAPPING

Early electrophysiological indicators for predictive processing in audition: A review

(2011) Alexandra Bendixen et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

Topographic Mapping of a Hierarchy of Temporal Receptive Windows Using a Narrated Story

(2011) Y. Lerner et al.   JOURNAL OF NEUROSCIENCE

Automated electrocorticographic electrode localization on individually rendered brain surfaces

(2009) Dora Hermes et al.   JOURNAL OF NEUROSCIENCE METHODS

Spectro-temporal modulation transfer function of single voxels in the human auditory cortex measured with high-resolution fMRI

(2009) M. Schonwiesner et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The Modulation Transfer Function for Speech Intelligibility

(2009) Taffeta M. Elliott et al.   PLoS Computational Biology

Encoding of Spectral Correlation over Time in Auditory Cortex

(2008) T. Overath et al.   JOURNAL OF NEUROSCIENCE

Hierarchical models of behavior and prefrontal function

(2008) Matthew M. Botvinick   TRENDS IN COGNITIVE SCIENCES