Performance-optimized deep neural networks are evolving into worse
models of inferotemporal visual cortex

Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex

6 June 2023

I. F. Rodriguez

Margaret Livingstone

Papers citing "Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex"

12 / 12 papers shown

Title
Brain-Model Evaluations Need the NeuroAI Turing Test Jenelle Feather Meenakshi Khosla N. Apurva Ratan Murty Aran Nayebi 65 3 0 22 Feb 2025
RTify: Aligning Deep Neural Networks with Human Behavioral Decisions Yu-Ang Cheng I. F. Rodriguez Sixuan Chen Kohitij Kar Takeo Watanabe Thomas Serre 28 3 0 06 Nov 2024
Tracking objects that change in appearance with phase synchrony Sabine Muzellec Drew Linsley A. Ashok E. Mingolla Girik Malik Rufin VanRullen Thomas Serre 11 1 0 02 Oct 2024
pAE: An Efficient Autoencoder Architecture for Modeling the Lateral Geniculate Nucleus by Integrating Feedforward and Feedback Streams in Human Visual System Moslem Gorji Amin Ranjbar M. Menhaj 21 0 0 20 Sep 2024
How Aligned are Different Alignment Metrics? Jannis Ahlert Thomas Klein Felix Wichmann Robert Geirhos 22 2 0 10 Jul 2024
The 3D-PC: a benchmark for visual perspective taking in humans and machines Drew Linsley Peisen Zhou A. Ashok Akash Nagaraj Gaurav Gaonkar Francis E Lewis Zygmunt Pizlo Thomas Serre 33 6 0 06 Jun 2024
Layerwise complexity-matched learning yields an improved model of cortical area V2 Nikhil Parthasarathy Olivier J. Hénaff Eero P. Simoncelli 27 0 0 18 Dec 2023
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 239 2,554 0 04 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 3,054 0 23 Jan 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 190 14,190 0 07 Oct 2016