Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

Biological convolutions improve DNN robustness to noise and generalisation

View ORCID ProfileBenjamin D. Evans, Gaurav Malhotra, Jeffrey S. Bowers
doi: https://doi.org/10.1101/2021.02.18.431827
Benjamin D. Evans
School of Psychological Science, University of Bristol, 12a Priory Road, Bristol BS8 1TU, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Benjamin D. Evans
  • For correspondence: benjamin.evans@bristol.ac.uk
Gaurav Malhotra
School of Psychological Science, University of Bristol, 12a Priory Road, Bristol BS8 1TU, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jeffrey S. Bowers
School of Psychological Science, University of Bristol, 12a Priory Road, Bristol BS8 1TU, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Data/Code
  • Preview PDF
Loading

Article usage

Article usage: February 2021 to January 2023

AbstractFullPdf
Feb 202155440
Mar 2021162677
Apr 2021137476
May 202155774
Jun 202140431
Jul 202144253
Aug 202130430
Sep 20212773390
Oct 2021761547
Nov 2021331148
Dec 202136521
Jan 202284230
Feb 202273432
Mar 202242129
Apr 202250342
May 202226935
Jun 202225225
Jul 202217540
Aug 20221817
Sep 202233014
Oct 202221111
Nov 202223117
Dec 202217122
Jan 2023608
Back to top
PreviousNext
Posted February 18, 2021.
Download PDF
Data/Code
Email

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Enter multiple addresses on separate lines or separate them with commas.
Biological convolutions improve DNN robustness to noise and generalisation
(Your Name) has forwarded a page to you from bioRxiv
(Your Name) thought you would like to see this page from the bioRxiv website.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Share
Biological convolutions improve DNN robustness to noise and generalisation
Benjamin D. Evans, Gaurav Malhotra, Jeffrey S. Bowers
bioRxiv 2021.02.18.431827; doi: https://doi.org/10.1101/2021.02.18.431827
Digg logo Reddit logo Twitter logo Facebook logo Google logo LinkedIn logo Mendeley logo
Citation Tools
Biological convolutions improve DNN robustness to noise and generalisation
Benjamin D. Evans, Gaurav Malhotra, Jeffrey S. Bowers
bioRxiv 2021.02.18.431827; doi: https://doi.org/10.1101/2021.02.18.431827

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Subject Area

  • Neuroscience
Subject Areas
All Articles
  • Animal Behavior and Cognition (4076)
  • Biochemistry (8750)
  • Bioengineering (6467)
  • Bioinformatics (23312)
  • Biophysics (11716)
  • Cancer Biology (9132)
  • Cell Biology (13225)
  • Clinical Trials (138)
  • Developmental Biology (7403)
  • Ecology (11357)
  • Epidemiology (2066)
  • Evolutionary Biology (15074)
  • Genetics (10390)
  • Genomics (13999)
  • Immunology (9108)
  • Microbiology (22022)
  • Molecular Biology (8772)
  • Neuroscience (47305)
  • Paleontology (350)
  • Pathology (1418)
  • Pharmacology and Toxicology (2480)
  • Physiology (3701)
  • Plant Biology (8042)
  • Scientific Communication and Education (1427)
  • Synthetic Biology (2206)
  • Systems Biology (6009)
  • Zoology (1247)