Encoding and decoding in fMRI

T Naselaris, KN Kay, S Nishimoto, JL Gallant - Neuroimage, 2011 - Elsevier
Over the past decade fMRI researchers have developed increasingly sensitive techniques
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

SA Cadena, GH Denfield, EY Walker… - PLoS computational …, 2019 - journals.plos.org
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 …

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 …

[HTML][HTML] Reconstructing speech from human auditory cortex

BN Pasley, SV David, N Mesgarani, A Flinker… - PLoS …, 2012 - journals.plos.org
How the human auditory system extracts perceptually relevant acoustic features of speech is
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 …

A completely blind video integrity oracle

A Mittal, MA Saad, AC Bovik - IEEE Transactions on Image …, 2015 - ieeexplore.ieee.org
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 …

A functional and perceptual signature of the second visual area in primates

J Freeman, CM Ziemba, DJ Heeger… - Nature …, 2013 - nature.com
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 …

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 …

Blind image quality assessment based on multichannel feature fusion and label transfer

Q Wu, H Li, F Meng, KN Ngan, B Luo… - … on Circuits and …, 2015 - ieeexplore.ieee.org
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) …

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) …