Gaurav Malhotra

EmailGaurav.Malhotrabristol.acuk

BS8 1TU

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9 Article (Academic Journal)
6 Conference Contribution (Conference Proceeding)
1 Conference Poster
1 Comment/debate (Academic Journal)
More
- 1 Article (Specialist Publication)

The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data
Tsvetkov, C. I., Malhotra, G., Evans, B. D. & Bowers, J. S., 1 Apr 2023, In: Neural Networks. 161, p. 515-524 10 p.
Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access
Biological convolutions improve DNN robustness to noise and generalisation
Evans, B. D., Malhotra, G. & Bowers, J. S., 1 Apr 2022, In: Neural Networks. 148, p. 96-110 15 p.
Research output: Contribution to journal › Article (Academic Journal) › peer-review
6 Citations (Scopus)
Deep Problems with Neural Network Models of Human Vision
Bowers, J. S., Malhotra, G., Dujmovic, M., Llera Montero, M., Tsvetkov, C. I., Biscione, V., Puebla, G., Gonzalez Adolfi, F., Hummel, J., Heaton, R., Evans, B. D., Mitchell, J. & Blything, R., 1 Dec 2022, In: Behavioral and Brain Sciences. p. 1 74 p.
Research output: Contribution to journal › Article (Academic Journal) › peer-review
14 Citations (Scopus)

Optimal gut size of small birds and its dependence on environmental and physiological parameters: Simulated data and code for running the model simulations and for generating the figures
Ez-zizi, A. (Contributor), McNamara, J. M. (Contributor), Malhotra, G. (Contributor) & Houston, A. (Contributor), Mendeley Data, 16 Aug 2018
DOI: 10.17632/3x4kpm5dxs.1, https://data.mendeley.com/datasets/3x4kpm5dxs
Dataset
Data from: Increasing compliance with low tidal volume ventilation in the ICU with two nudge-based interventions: evaluation through intervention time-series analyses
Bourdeaux, C. P. (Contributor), Thomas, M. J. C. (Contributor), Gould, T. H. (Contributor), Malhotra, G. (Contributor), Jarvstad, A. (Contributor), Jones, T. (Contributor) & Gilchrist, I. D. (Contributor), Dryad, 12 May 2016
DOI: 10.5061/dryad.15m0d, http://datadryad.org/stash/dataset/doi:10.5061/dryad.15m0d
Dataset

Dr Gaurav Malhotra

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Collaborations and top research areas from the last five years

Dive into details

The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data

Biological convolutions improve DNN robustness to noise and generalisation

Deep Problems with Neural Network Models of Human Vision

Optimal gut size of small birds and its dependence on environmental and physiological parameters: Simulated data and code for running the model simulations and for generating the figures

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

Dr Gaurav Malhotra

Fingerprint

Collaborations and top research areas from the last five years

Research output

The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data

Biological convolutions improve DNN robustness to noise and generalisation

Deep Problems with Neural Network Models of Human Vision

Datasets

Optimal gut size of small birds and its dependence on environmental and physiological parameters: Simulated data and code for running the model simulations and for generating the figures

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