Sparse codes for speech predict spectrotemporal receptive fields in the inferior colliculus

NL Carlson, VL Ming, MR DeWeese - PLoS computational biology, 2012 - journals.plos.org
We have developed a sparse mathematical representation of speech that minimizes the
number of active model neurons needed to represent typical speech sounds. The model …

Processing of complex stimuli and natural scenes in the auditory cortex

I Nelken - Current opinion in neurobiology, 2004 - Elsevier
Neuronal responses in auditory cortex show a fascinating mixture of characteristics that
span the range from almost perfect copies of physical aspects of the stimuli to extremely …

Neural coding strategies in auditory cortex

X Wang - Hearing research, 2007 - Elsevier
In contrast to the visual system, the auditory system has longer subcortical pathways and
more spiking synapses between the peripheral receptors and the cortex. This unique …

Information content of auditory cortical responses to time-varying acoustic stimuli

T Lu, X Wang - Journal of neurophysiology, 2004 - journals.physiology.org
The present study explores the issue of cortical coding by spike count and timing using
statistical and information theoretic methods. We have shown in previous studies that …

Long-lasting context dependence constrains neural encoding models in rodent auditory cortex

H Asari, AM Zador - Journal of neurophysiology, 2009 - journals.physiology.org
Acoustic processing requires integration over time. We have used in vivo intracellular
recording to measure neuronal integration times in anesthetized rats. Using natural sounds …

Mechanisms of noise robust representation of speech in primary auditory cortex

N Mesgarani, SV David, JB Fritz… - Proceedings of the …, 2014 - National Acad Sciences
Humans and animals can reliably perceive behaviorally relevant sounds in noisy and
reverberant environments, yet the neural mechanisms behind this phenomenon are largely …

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 …

Nonlinear spectrotemporal interactions underlying selectivity for complex sounds in auditory cortex

S Sadagopan, X Wang - Journal of neuroscience, 2009 - Soc Neuroscience
In the auditory cortex of awake animals, a substantial number of neurons do not respond to
pure tones. These neurons have historically been classified as “unresponsive” and even …

Cortical processing of complex sounds

JP Rauschecker - Current opinion in neurobiology, 1998 - Elsevier
Work on the functional organization of auditory cortex in nonhuman primates has recently
gained increasing attention. Neurophysiological studies using complex stimuli, combined …

Functional organization and population dynamics in the mouse primary auditory cortex

G Rothschild, I Nelken, A Mizrahi - Nature neuroscience, 2010 - nature.com
Cortical processing of auditory stimuli involves large populations of neurons with distinct
individual response profiles. However, the functional organization and dynamics of local …