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)
2020

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
33 Downloads (Pure)
2019

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

Humans Cannot Decipher Adversarial Images: Revisiting Zhou and Firestone

Dujmovic, M., Malhotra, G. & Bowers, J. S., 2019, Proceedings of the 2019 Conference on Cognitive Computational Neuroscience.

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

Open Access

Mechanistic models must link the field and the lab

Houston, A. I. & Malhotra, G., 19 Mar 2019, In : Behavioral and Brain Sciences. 42, e42.

Research output: Contribution to journalComment/debate (Academic Journal)

Subtractive gating improves generalization in working memory tasks

Llera Montero, M., Malhotra, G., Bowers, J. S. & Costa, R. P., 14 Sep 2019. 4 p.

Research output: Contribution to conferenceConference Poster

Open Access
File
11 Downloads (Pure)

The Contrasting Roles of Shape in Human Vision and Convolutional Neural Networks

Malhotra, G. & Bowers, J. S., 24 Jul 2019, Proceedings of the 41st Annual Conference of the Cognitive Science Society: CogSci 2019. Goel, A. K., Seifert, C. M. & Freksa, C. (eds.).

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

Open Access
2018

Optimal gut size of small birds and its dependence on environmental and physiological parameters

Ez-zizi, A., McNamara, J. M., Malhotra, G. & Houston, A. I., 7 Oct 2018, In : Journal of Theoretical Biology. 454, p. 357-366 10 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
1 Citation (Scopus)
218 Downloads (Pure)

Time-varying decision boundaries: insights from optimality analysis

Malhotra, G., Leslie, D., Ludwig, C. & Rafal, B., 1 Jun 2018, In : Psychonomic Bulletin and Review. 25, 3, p. 971-996 26 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
18 Citations (Scopus)
265 Downloads (Pure)
2017

Overcoming Indecision by Changing the Decision Boundary

Malhotra, G., Leslie, D., Ludwig, C. & Rafal, B., 1 Jun 2017, In : Journal of Experimental Psychology: General. 146, 6, p. 776-805 30 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
14 Citations (Scopus)
530 Downloads (Pure)
2016

Increasing compliance with low tidal volume ventilation in the ICU with two nudge-based interventions: Evaluation through intervention time-series analyses

Bourdeaux, C. P., Thomas, M. J. C., Gould, T. H., Malhotra, G., Jarvstad, A., Jones, T. & Gilchrist, I. D., May 2016, In : BMJ Open. 6, 5, 7 p., e010129.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
22 Citations (Scopus)
329 Downloads (Pure)