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 …

[图书][B] The neural bases of multisensory processes

MM Murray, MT Wallace - 2011 - taylorfrancis.com
It has become accepted in the neuroscience community that perception and performance
are quintessentially multisensory by nature. Using the full palette of modern brain imaging …

Neural correlates of reliability-based cue weighting during multisensory integration

CR Fetsch, A Pouget, GC DeAngelis… - Nature neuroscience, 2012 - nature.com
Integration of multiple sensory cues is essential for precise and accurate perception and
behavioral performance, yet the reliability of sensory signals can vary across modalities and …

A Bayesian observer model constrained by efficient coding can explain'anti-Bayesian'percepts

XX Wei, AA Stocker - Nature neuroscience, 2015 - nature.com
Bayesian observer models provide a principled account of the fact that our perception of the
world rarely matches physical reality. The standard explanation is that our percepts are …

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 …

Your head is there to move you around: Goal-driven models of the primate dorsal pathway

P Mineault, S Bakhtiari, B Richards… - Advances in Neural …, 2021 - proceedings.neurips.cc
Neurons in the dorsal visual pathway of the mammalian brain are selective for motion
stimuli, with the complexity of stimulus representations increasing along the hierarchy. This …

Bayesian integration of visual and vestibular signals for heading

JS Butler, ST Smith, JL Campos, HH Bülthoff - Journal of vision, 2010 - jov.arvojournals.org
Self-motion through an environment involves a composite of signals such as visual and
vestibular cues. Building upon previous results showing that visual and vestibular signals …

Perceptual learning reduces interneuronal correlations in macaque visual cortex

Y Gu, S Liu, CR Fetsch, Y Yang, S Fok, A Sunkara… - Neuron, 2011 - cell.com
Responses of neurons in early visual cortex change little with training and appear
insufficient to account for perceptual learning. Behavioral performance, however, relies on …

Optimal multisensory decision-making in a reaction-time task

J Drugowitsch, GC DeAngelis, EM Klier, DE Angelaki… - Elife, 2014 - elifesciences.org
Humans and animals can integrate sensory evidence from various sources to make
decisions in a statistically near-optimal manner, provided that the stimulus presentation time …

A cortico-collicular circuit for orienting to shelter during escape

D Campagner, R Vale, YL Tan, P Iordanidou… - Nature, 2023 - nature.com
When faced with predatory threats, escape towards shelter is an adaptive action that offers
long-term protection against the attacker. Animals rely on knowledge of safe locations in the …