Dr Gaurav Malhotra

MSc(Edin.), PhD(Edin.)

  • BS8 1TU

20162020

Research output per year

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Research Output

  • 5 Article (Academic Journal)
  • 4 Conference Contribution (Conference Proceeding)
  • 1 Conference Poster
  • 1 Comment/debate (Academic Journal)

Adding Biological Constraints to Deep Neural Networks Reduces their Capacity to Learn Unstructured Data

Tsvetkov, C. I., Malhotra, G., Evans, B. D. & Bowers, J. S., 2020, Proceedings of the 42nd Annual Conference of the Cognitive Science Society 2020. Toronto, Canada, p. 2358-2364

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
  • Hiding a plane with a pixel: examining shape-bias in CNNs and the benefit of building in biological constraints

    Malhotra, G., Evans, B. & Bowers, J., 28 Jun 2020, In : Vision Research. 174, p. 57-68

    Research output: Contribution to journalArticle (Academic Journal)

    Open Access
    File
  • 29 Downloads (Pure)

    Adding biological constraints to CNNs makes image classification more human-like and robust

    Malhotra, G., Evans, B. D. & Bowers, J. S., Sep 2019, 2019 Conference on Cognitive Computational Neuroscience, 13-16 September 2019, Berlin, Germany. p. 256 259 p. PS-1B.49

    Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

    Open Access