[HTML][HTML] MouseNet: A biologically constrained convolutional neural network model for the mouse visual cortex

J Shi, B Tripp, E Shea-Brown, S Mihalas… - PLOS Computational …, 2022 - journals.plos.org
Convolutional neural networks trained on object recognition derive inspiration from the
neural architecture of the visual system in mammals, and have been used as models of the …

Neural regression, representational similarity, model zoology & neural taskonomy at scale in rodent visual cortex

C Conwell, D Mayo, A Barbu, M Buice… - Advances in …, 2021 - proceedings.neurips.cc
How well do deep neural networks fare as models of mouse visual cortex? A majority of
research to date suggests results far more mixed than those produced in the modeling of …

Mice and primates use distinct strategies for visual segmentation

FJ Luongo, L Liu, CLA Ho, JK Hesse, JB Wekselblatt… - elife, 2023 - elifesciences.org
The rodent visual system has attracted great interest in recent years due to its experimental
tractability, but the fundamental mechanisms used by the mouse to represent the visual …

Marmoset invariant object recognition behavior mirrors that of humans and macaques at fine scale

AJE Kell, SL Bokor, YN Jeon, T Toosi, EB Issa - bioRxiv, 2020 - biorxiv.org
The marmoset—a small monkey with a flat cortex—offers powerful techniques for studying
neural circuits in a primate. However, it remains unclear whether brain functions typically …

[图书][B] Representations in Biological and Artificial Neural Networks

J Shi - 2022 - search.proquest.com
Remarkably, artificial neural networks (ANNs) have shown astounding success in almost all
aspects of artificial intelligence. Meanwhile, large scale experiments have gathered an …

Neuronal Responses to Visual Texture Features Across Rat Visual Cortex

C Echavarria - 2021 - search.proquest.com
A fundamental goal of sensory neuroscience is to understand how stimulus features are
encoded by neuronal populations as information arrives from the periphery and travels …