Encoding and decoding in fMRI
Over the past decade fMRI researchers have developed increasingly sensitive techniques
for analyzing the information represented in BOLD activity. The most popular of these …
for analyzing the information represented in BOLD activity. The most popular of these …
[HTML][HTML] Deep convolutional models improve predictions of macaque V1 responses to natural images
Despite great efforts over several decades, our best models of primary visual cortex (V1) still
predict spiking activity quite poorly when probed with natural stimuli, highlighting our limited …
predict spiking activity quite poorly when probed with natural stimuli, highlighting our limited …
A large-scale standardized physiological survey reveals functional organization of the mouse visual cortex
SEJ de Vries, JA Lecoq, MA Buice, PA Groblewski… - Nature …, 2020 - nature.com
To understand how the brain processes sensory information to guide behavior, we must
know how stimulus representations are transformed throughout the visual cortex. Here we …
know how stimulus representations are transformed throughout the visual cortex. Here we …
[HTML][HTML] Reconstructing speech from human auditory cortex
How the human auditory system extracts perceptually relevant acoustic features of speech is
unknown. To address this question, we used intracranial recordings from nonprimary …
unknown. To address this question, we used intracranial recordings from nonprimary …
Metamers of the ventral stream
J Freeman, EP Simoncelli - Nature neuroscience, 2011 - nature.com
The human capacity to recognize complex visual patterns emerges in a sequence of brain
areas known as the ventral stream, beginning with primary visual cortex (V1). We developed …
areas known as the ventral stream, beginning with primary visual cortex (V1). We developed …
A completely blind video integrity oracle
Considerable progress has been made toward developing still picture perceptual quality
analyzers that do not require any reference picture and that are not trained on human …
analyzers that do not require any reference picture and that are not trained on human …
A functional and perceptual signature of the second visual area in primates
There is no generally accepted account of the function of the second visual cortical area
(V2), partly because no simple response properties robustly distinguish V2 neurons from …
(V2), partly because no simple response properties robustly distinguish V2 neurons from …
Categorization= decision making+ generalization
CA Seger, EJ Peterson - Neuroscience & Biobehavioral Reviews, 2013 - Elsevier
We rarely, if ever, repeatedly encounter exactly the same situation. This makes
generalization crucial for real world decision making. We argue that categorization, the study …
generalization crucial for real world decision making. We argue that categorization, the study …
Blind image quality assessment based on multichannel feature fusion and label transfer
In this paper, we propose an efficient blind image quality assessment (BIQA) algorithm,
which is characterized by a new feature fusion scheme and a k-nearest-neighbor (KNN) …
which is characterized by a new feature fusion scheme and a k-nearest-neighbor (KNN) …
Neuronal responses in visual area V2 (V2) of macaque monkeys with strabismic amblyopia
H Bi, B Zhang, X Tao, RS Harwerth, EL Smith III… - Cerebral …, 2011 - academic.oup.com
Amblyopia, a developmental disorder of spatial vision, is thought to result from a cascade of
cortical deficits over several processing stages beginning at the primary visual cortex (V1) …
cortical deficits over several processing stages beginning at the primary visual cortex (V1) …