Using goal-driven deep learning models to understand sensory cortex

DLK Yamins, JJ DiCarlo - Nature neuroscience, 2016 - nature.com
Fueled by innovation in the computer vision and artificial intelligence communities, recent
developments in computational neuroscience have used goal-driven hierarchical …

Spatial vision

RL DeValois, KK DeValois - 1990 - books.google.com
This volume presents an integrated view of how we perceive the spatial relations in our
visual world, covering anatomical, physiological, psychophysical, and perceptual aspects …

[图书][B] Sensation and perception

EB Goldstein - 1989 - psycnet.apa.org
The book you are about to read is about research that asks questions like" How do our
senses operate?"" What is the connection between nervous system activity and perception?" …

Relations between the statistics of natural images and the response properties of cortical cells

DJ Field - Josa a, 1987 - opg.optica.org
The relative efficiency of any particular image-coding scheme should be defined only in
relation to the class of images that the code is likely to encounter. To understand the …

Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters

JG Daugman - JOSA A, 1985 - opg.optica.org
Two-dimensional spatial linear filters are constrained by general uncertainty relations that
limit their attainable information resolution for orientation, spatial frequency, and two …

An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex

JP Jones, LA Palmer - Journal of neurophysiology, 1987 - journals.physiology.org
1. Using the two-dimensional (2D) spatial and spectral response profiles described in the
previous two reports, we test Daugman's generalization of Marcelja's hypothesis that simple …

On the computational architecture of the neocortex: II The role of cortico-cortical loops

D Mumford - Biological cybernetics, 1992 - Springer
This paper is a sequel to an earlier paper which proposed an active role for the thalamus,
integrating multiple hypotheses formed in the cortex via the thalamo-cortical loop. In this …

Multifrequency channel decompositions of images and wavelet models

SG Mallat - IEEE Transactions on Acoustics, speech, and …, 2002 - ieeexplore.ieee.org
The author reviews recent multichannel models developed in psychophysiology, computer
vision, and image processing. In psychophysiology, multichannel models have been …

Spatial frequency selectivity of cells in macaque visual cortex

RL De Valois, DG Albrecht, LG Thorell - Vision research, 1982 - Elsevier
We measured the spatial frequency contrast sensitivity of cells in the primate striate cortex at
two different eccentricities to provide quantitative statistics from a large population of cells …

Two-dimensional spectral analysis of cortical receptive field profiles

JG Daugman - Vision research, 1980 - Elsevier
Most vision research embracing the spatial frequency paradigm has been conceptually and
mathematically a one-dimensional analysis of two-dimensional mechanisms. Spatial vision …