Complete functional characterization of sensory neurons by system identification

MCK Wu, SV David, JL Gallant - Annu. Rev. Neurosci., 2006 - annualreviews.org
Abstract System identification is a growing approach to sensory neurophysiology that
facilitates the development of quantitative functional models of sensory processing. This …

Reverse-correlation methods in auditory research

JJ Eggermont, PIM Johannesma… - Quarterly reviews of …, 1983 - cambridge.org
Single unit recordings have provided us with a basis for understanding the auditory system,
especially about how it behaves under stimulation with simple sounds such as clicks and …

Spectral-temporal receptive fields of nonlinear auditory neurons obtained using natural sounds

FE Theunissen, K Sen, AJ Doupe - Journal of neuroscience, 2000 - Soc Neuroscience
The stimulus–response function of many visual and auditory neurons has been described by
a spatial-temporal receptive field (STRF), a linear model that for mathematical reasons has …

Estimating spatio-temporalreceptive fields of auditory and visual neurons from theirresponses to natural stimuli

FE Theunissen, SV David, NC Singh… - … in Neural Systems, 2001 - iopscience.iop.org
We present a generalized reverse correlation technique that can be used to estimate the
spatio-temporal receptive fields (STRFs) of sensory neurons from their responses to arbitrary …

Natural stimulus statistics alter the receptive field structure of v1 neurons

SV David, WE Vinje, JL Gallant - Journal of Neuroscience, 2004 - Soc Neuroscience
Studies of the primary visual cortex (V1) have produced models that account for neuronal
responses to synthetic stimuli such as sinusoidal gratings. Little is known about how these …

Robust spectrotemporal reverse correlation for the auditory system: optimizing stimulus design

DJ Klein, DA Depireux, JZ Simon… - Journal of computational …, 2000 - Springer
The spectrotemporal receptive field (STRF) is a functional descriptor of the linear processing
of time-varying acoustic spectra by the auditory system. By cross-correlating sustained …

Neural representation of natural images in visual area V2

BDB Willmore, RJ Prenger, JL Gallant - Journal of Neuroscience, 2010 - Soc Neuroscience
Area V2 is a major visual processing stage in mammalian visual cortex, but little is currently
known about how V2 encodes information during natural vision. To determine how V2 …

Sensory cortex is optimized for prediction of future input

Y Singer, Y Teramoto, BDB Willmore, JWH Schnupp… - elife, 2018 - elifesciences.org
Neurons in sensory cortex are tuned to diverse features in natural scenes. But what
determines which features neurons become selective to? Here we explore the idea that …

Primary auditory cortex of cats: feature detection or something else?

I Nelken, A Fishbach, L Las, N Ulanovsky… - Biological cybernetics, 2003 - Springer
Neurons in sensory cortices are often assumed to be “feature detectors”, computing simple
and then successively more complex features out of the incoming sensory stream. These …

Spectral receptive field properties explain shape selectivity in area V4

SV David, BY Hayden… - Journal of …, 2006 - journals.physiology.org
Neurons in cortical area V4 respond selectively to complex visual patterns such as curved
contours and non-Cartesian gratings. Most previous experiments in V4 have measured …