Convolutional neural networks as a model of the visual system: Past, present, and future

GW Lindsay - Journal of cognitive neuroscience, 2021 - direct.mit.edu
… as a model of the visual system. This review covers the origins of CNNs, the methods by
which we validate them as models of the visual system, what we can find by experimenting on …

Survey of spiking in the mouse visual system reveals functional hierarchy

…, B Hu, R Hytnen, R Iyer, E Jessett, K Johnson, I Kato… - Nature, 2021 - nature.com
we sought to determine whether the anatomical hierarchy is reflected in the spiking activity of
these visual … The primate visual system is organized into distinct processing streams 46,47 ; …

Neuronal diversity and convergence in a visual system developmental atlas

MN Özel, F Simon, S Jafari, I Holguera, YC Chen… - Nature, 2021 - nature.com
We did not perform additional parameter tuning for either integration or clustering of these
… , nor did we comprehensively assess the quality of these unsupervised clusters (as we do in …

[图书][B] Clinical Anatomy and Physiology of the Visual System E-book: Clinical Anatomy and Physiology of the Visual System E-book

LA Remington, D Goodwin - 2021 - books.google.com
pathway is included in this chapter, as is a discussion of the more common pupillary abnormalities
and the relation between the pathway … actions and pupillary effects are covered as well…

Evidence for a third visual pathway specialized for social perception

D Pitcher, LG Ungerleider - Trends in cognitive sciences, 2021 - cell.com
… -visual pathway model of primate visual cortex needs to be updated. We propose the existence
of a third visual pathway on the lateral brain surface that is anatomically segregated from …

The Mind's eye: What the blind see

O Sacks - Empire of the Senses, 2021 - taylorfrancis.com
… of ‘cortical blindness’ that can happen if the primary visual cortex is damaged, through a stroke
or … damage to the visual cortex but, rather, a cutting off from any visual stimulation or input. …

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
… Finally, from the perspective of neuroscience, we think that this work introduces a more
accurate model of the primate visual system. Ultimately, better models contribute to a better …

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
… Here we imaged populations of neurons (173 ± 115 neurons for excitatory populations …
We find that 77% of neurons in the mouse visual cortex respond to at least one of these visual

Feedback generates a second receptive field in neurons of the visual cortex

AJ Keller, MM Roth, M Scanziani - Nature, 2020 - nature.com
we show that feedback projections onto excitatory neurons in the mouse primary visual
cortex generate a second receptive field that is … responses that are slower and are delayed in …

[图书][B] Visual cognition: Computational, experimental and neuropsychological perspectives

GW Humphreys, V Bruce - 2021 - taylorfrancis.com
… ; see Chapters 2 and 4). From such studies we learn about the “tuning” of the visual system
… This knowledge can then be used to guide the choice of algorithms by workers in the field of …