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Natural image statistics and neural representation
▪ Abstract It has long been assumed that sensory neurons are adapted, through both
evolutionary and developmental processes, to the statistical properties of the signals to …
evolutionary and developmental processes, to the statistical properties of the signals to …
Could information theory provide an ecological theory of sensory processing?
JJ Atick - Network: Computation in neural systems, 1992 - Taylor & Francis
The sensory pathways of animals are well adapted to processing a special class of signals,
namely stimuli from the animal's environment. An important fact about natural stimuli is that …
namely stimuli from the animal's environment. An important fact about natural stimuli is that …
What is the goal of sensory coding?
DJ Field - Neural computation, 1994 - ieeexplore.ieee.org
A number of recent attempts have been made to describe early sensory coding in terms of a
general information processing strategy. In this paper, two strategies are contrasted. Both …
general information processing strategy. In this paper, two strategies are contrasted. Both …
Visual adaptation and face perception
MA Webster, DIA MacLeod - … Transactions of the Royal …, 2011 - royalsocietypublishing.org
The appearance of faces can be strongly affected by the characteristics of faces viewed
previously. These perceptual after-effects reflect processes of sensory adaptation that are …
previously. These perceptual after-effects reflect processes of sensory adaptation that are …
Adaptation and visual coding
MA Webster - Journal of vision, 2011 - jov.arvojournals.org
Visual coding is a highly dynamic process and continuously adapting to the current viewing
context. The perceptual changes that result from adaptation to recently viewed stimuli …
context. The perceptual changes that result from adaptation to recently viewed stimuli …
Local feature analysis: A general statistical theory for object representation
PS Penev, JJ Atick - Network: computation in neural systems, 1996 - Taylor & Francis
Low-dimensional representations of sensory signals are key to solving many of the
computational problems encountered in high-level vision. Principal component analysis …
computational problems encountered in high-level vision. Principal component analysis …
Space and time in visual context
No sensory stimulus is an island unto itself; rather, it can only properly be interpreted in light
of the stimuli that surround it in space and time. This can result in entertaining illusions and …
of the stimuli that surround it in space and time. This can result in entertaining illusions and …
[KNIHA][B] Understanding vision: theory, models, and data
Z Li - 2014 - books.google.com
While the field of vision science has grown significantly in the past three decades, there
have been few comprehensive books that showed readers how to adopt a computional …
have been few comprehensive books that showed readers how to adopt a computional …
Adaptation and the color statistics of natural images
Color perception depends profoundly on adaptation processes that adjust sensitivity in
response to the prevailing pattern of stimulation. We examined how color sensitivity and …
response to the prevailing pattern of stimulation. We examined how color sensitivity and …
A functional angle on some after-effects in cortical vision
CWG Clifford, P Wenderoth… - Proceedings of the …, 2000 - royalsocietypublishing.org
The question of how our brains and those of other animals code sensory information is of
fundamental importance to neuroscience research. Visual illusions offer valuable insight into …
fundamental importance to neuroscience research. Visual illusions offer valuable insight into …