Complete functional characterization of sensory neurons by system identification
Abstract System identification is a growing approach to sensory neurophysiology that
facilitates the development of quantitative functional models of sensory processing. This …
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 …
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 …
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
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 …
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 …
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
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 …
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 …
known about how V2 encodes information during natural vision. To determine how V2 …
Sensory cortex is optimized for prediction of future input
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 …
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 …
and then successively more complex features out of the incoming sensory stream. These …
Spectral receptive field properties explain shape selectivity in area V4
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 …
contours and non-Cartesian gratings. Most previous experiments in V4 have measured …