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 …

[HTML][HTML] Neuronal synchrony: a versatile code for the definition of relations?

W Singer - Neuron, 1999 - cell.com
Most of our knowledge about the functional organization of neuronal systems is based on
the analysis of the firing patterns of individual neurons that have been recorded one by one …

Unsupervised neural network models of the ventral visual stream

C Zhuang, S Yan, A Nayebi… - Proceedings of the …, 2021 - National Acad Sciences
Deep neural networks currently provide the best quantitative models of the response
patterns of neurons throughout the primate ventral visual stream. However, such networks …

On the importance of single directions for generalization

AS Morcos, DGT Barrett, NC Rabinowitz… - arXiv preprint arXiv …, 2018 - arxiv.org
Despite their ability to memorize large datasets, deep neural networks often achieve good
generalization performance. However, the differences between the learned solutions of …

Simulating a primary visual cortex at the front of CNNs improves robustness to image perturbations

J Dapello, T Marques, M Schrimpf… - Advances in …, 2020 - proceedings.neurips.cc
Current state-of-the-art object recognition models are largely based on convolutional neural
network (CNN) architectures, which are loosely inspired by the primate visual system …

[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?" …

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 …

[图书][B] Cognitive psychology

EB Goldstein, J van Hooff - 2011 - miemagazine.com
eBook: Cognitive Psychology 2e Page 1 Page 2 Australia • Brazil • Canada • Mexico • Singapore
• United Kingdom • United States Cognitive Psychology 2ND EMEA EDITION E. BRUCE …

Cardinal rules: visual orientation perception reflects knowledge of environmental statistics

AR Girshick, MS Landy, EP Simoncelli - Nature neuroscience, 2011 - nature.com
Humans are good at performing visual tasks, but experimental measurements have
revealed substantial biases in the perception of basic visual attributes. An appealing …

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 …