The revolution will not be controlled: natural stimuli in speech neuroscience

LS Hamilton, AG Huth - Language, cognition and neuroscience, 2020 - Taylor & Francis
Humans have a unique ability to produce and consume rich, complex, and varied language
in order to communicate ideas to one another. Still, outside of natural reading, the most …

Normalization as a canonical neural computation

M Carandini, DJ Heeger - Nature reviews neuroscience, 2012 - nature.com
There is increasing evidence that the brain relies on a set of canonical neural computations,
repeating them across brain regions and modalities to apply similar operations to different …

Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor component analysis

AH Williams, TH Kim, F Wang, S Vyas, SI Ryu… - Neuron, 2018 - cell.com
Perceptions, thoughts, and actions unfold over millisecond timescales, while learned
behaviors can require many days to mature. While recent experimental advances enable …

Neural processing of natural sounds

FE Theunissen, JE Elie - Nature Reviews Neuroscience, 2014 - nature.com
We might be forced to listen to a high-frequency tone at our audiologist's office or we might
enjoy falling asleep with a white-noise machine, but the sounds that really matter to us are …

Contrast gain control in auditory cortex

NC Rabinowitz, BDB Willmore, JWH Schnupp, AJ King - Neuron, 2011 - cell.com
The auditory system must represent sounds with a wide range of statistical properties. One
important property is the spectrotemporal contrast in the acoustic environment: the variation …

Inferring nonlinear neuronal computation based on physiologically plausible inputs

JM McFarland, Y Cui, DA Butts - PLoS computational biology, 2013 - journals.plos.org
The computation represented by a sensory neuron's response to stimuli is constructed from
an array of physiological processes both belonging to that neuron and inherited from its …

Constructing noise-invariant representations of sound in the auditory pathway

NC Rabinowitz, BDB Willmore, AJ King… - PLoS …, 2013 - journals.plos.org
Identifying behaviorally relevant sounds in the presence of background noise is one of the
most important and poorly understood challenges faced by the auditory system. An elegant …

Capturing the dynamical repertoire of single neurons with generalized linear models

AI Weber, JW Pillow - Neural computation, 2017 - direct.mit.edu
A key problem in computational neuroscience is to find simple, tractable models that are
nevertheless flexible enough to capture the response properties of real neurons. Here we …

Parallel pathways for sound processing and functional connectivity among layer 5 and 6 auditory corticofugal neurons

RS Williamson, DB Polley - Elife, 2019 - elifesciences.org
Cortical layers (L) 5 and 6 are populated by intermingled cell-types with distinct inputs and
downstream targets. Here, we made optogenetically guided recordings from L5 corticofugal …

[KÖNYV][B] Principles of neural coding

RQ Quiroga, S Panzeri - 2013 - books.google.com
Understanding how populations of neurons encode information is the challenge faced by
researchers in the field of neural coding. Focusing on the many mysteries and marvels of the …