Neural tuning and representational geometry

N Kriegeskorte, XX Wei - Nature Reviews Neuroscience, 2021 - nature.com
A central goal of neuroscience is to understand the representations formed by brain activity
patterns and their connection to behaviour. The classic approach is to investigate how …

Attentional modulation of visual processing

JH Reynolds, L Chelazzi - Annu. Rev. Neurosci., 2004 - annualreviews.org
▪ Abstract Single-unit recording studies in the macaque have carefully documented the
modulatory effects of attention on the response properties of visual cortical neurons …

[HTML][HTML] Crowding—An essential bottleneck for object recognition: A mini-review

DM Levi - Vision research, 2008 - Elsevier
Crowding, generally defined as the deleterious influence of nearby contours on visual
discrimination, is ubiquitous in spatial vision. Crowding impairs the ability to recognize …

Linearity and normalization in simple cells of the macaque primary visual cortex

M Carandini, DJ Heeger, JA Movshon - Journal of Neuroscience, 1997 - jneurosci.org
Simple cells in the primary visual cortex often appear to compute a weighted sum of the light
intensity distribution of the visual stimuli that fall on their receptive fields. A linear model of …

A model of neuronal responses in visual area MT

EP Simoncelli, DJ Heeger - Vision research, 1998 - Elsevier
Electrophysiological studies indicate that neurons in the middle temporal (MT) area of the
primate brain are selective for the velocity of visual stimuli. This paper describes a …

[HTML][HTML] Components of bottom-up gaze allocation in natural images

RJ Peters, A Iyer, L Itti, C Koch - Vision research, 2005 - Elsevier
Recent research [Parkhurst, D., Law, K., & Niebur, E., 2002. Modeling the role of salience in
the allocation of overt visual attention. Vision Research 42 (1)(2002) 107–123] showed that …

Natural signal statistics and sensory gain control

O Schwartz, EP Simoncelli - Nature neuroscience, 2001 - nature.com
We describe a form of nonlinear decomposition that is well-suited for efficient encoding of
natural signals. Signals are initially decomposed using a bank of linear filters. Each filter …

Do we know what the early visual system does?

M Carandini, JB Demb, V Mante, DJ Tolhurst… - Journal of …, 2005 - jneurosci.org
We can claim that we know what the visual system does once we can predict neural
responses to arbitrary stimuli, including those seen in nature. In the early visual system …

A normalization model of multisensory integration

T Ohshiro, DE Angelaki, GC DeAngelis - Nature neuroscience, 2011 - nature.com
Responses of neurons that integrate multiple sensory inputs are traditionally characterized
in terms of a set of empirical principles. However, a simple computational framework that …

Neural mechanisms of orientation selectivity in the visual cortex

D Ferster, KD Miller - Annual review of neuroscience, 2000 - annualreviews.org
The origin of orientation selectivity in the responses of simple cells in cat visual cortex serves
as a model problem for understanding cortical circuitry and computation. The feed-forward …