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Benjamin Evans
Benjamin Evans
Department of Informatics, University of Sussex
Bestätigte E-Mail-Adresse bei sussex.ac.uk - Startseite
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Zitiert von
Jahr
Deep problems with neural network models of human vision
JS Bowers, G Malhotra, M Dujmović, ML Montero, C Tsvetkov, V Biscione, ...
Behavioral and Brain Sciences 46, e385, 2023
1272023
Assessment of a noninvasive exhaled breath test for the diagnosis of oesophagogastric cancer
SR Markar, T Wiggins, S Antonowicz, ST Chin, A Romano, K Nikolic, ...
JAMA oncology 4 (7), 970-976, 2018
1012018
Ten simple rules for writing Dockerfiles for reproducible data science
D Nüst, V Sochat, B Marwick, SJ Eglen, T Head, T Hirst, BD Evans
PLoS computational biology 16 (11), e1008316, 2020
772020
Chaste: cancer, heart and soft tissue environment
FR Cooper, RE Baker, MO Bernabeu, R Bordas, L Bowler, ...
Journal of Open Source Software 5 (47), 2020
702020
Vangl2 promotes the formation of long cytonemes to enable distant Wnt/β-catenin signaling
L Brunt, G Greicius, S Rogers, BD Evans, DM Virshup, KCA Wedgwood, ...
Nature Communications 12 (1), 2058, 2021
482021
Supervised learning for infection risk inference using pathology data
B Hernandez, P Herrero, TM Rawson, LSP Moore, B Evans, C Toumazou, ...
BMC medical informatics and decision making 17, 1-12, 2017
472017
Hiding a plane with a pixel: examining shape-bias in CNNs and the benefit of building in biological constraints
G Malhotra, BD Evans, JS Bowers
Vision Research 174, 57-68, 2020
452020
Transformation-invariant visual representations in self-organizing spiking neural networks
BD Evans, SM Stringer
Frontiers in Computational Neuroscience 6, 2012
392012
PyRhO: a multiscale optogenetics simulation platform
BD Evans, S Jarvis, SR Schultz, K Nikolic
Frontiers in Neuroinformatics 10, 8, 2016
312016
Biological convolutions improve DNN robustness to noise and generalisation
BD Evans, G Malhotra, JS Bowers
Neural Networks 148, 96-110, 2022
282022
Optogenetics in silicon: A neural processor for predicting optically active neural networks
J Luo, K Nikolic, BD Evans, N Dong, X Sun, P Andras, A Yakovlev, ...
IEEE transactions on biomedical circuits and systems 11 (1), 15-27, 2016
232016
Computational modeling of the neural representation of object shape in the primate ventral visual system
A Eguchi, BMW Mender, BD Evans, GW Humphreys, SM Stringer
Frontiers in computational neuroscience 9, 100, 2015
122015
Estimating disease prevalence in large datasets using genetic risk scores
BD Evans, P Słowiński, AT Hattersley, SE Jones, S Sharp, RA Kimmitt, ...
Nature communications 12 (1), 6441, 2021
10*2021
How Lateral Connections and Spiking Dynamics May Separate Multiple Objects Moving Together
BD Evans, SM Stringer
PLOS ONE 8 (8), e69952, 2013
102013
A low-power neuromorphic system for retinal implants and sensory substitution
N Gaspar, A Sondhi, B Evans, K Nikolic
2016 IEEE Biomedical Circuits and Systems Conference (BioCAS), 78-81, 2016
82016
A self-organizing model of the visual development of hand-centred representations
JM Galeazzi, BMW Mender, M Paredes, JM Tromans, BD Evans, L Minini, ...
PloS One 8 (6), e66272, 2013
72013
The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data
C Tsvetkov, G Malhotra, BD Evans, JS Bowers
Neural Networks 161, 515-524, 2023
62023
Adding biological constraints to deep neural networks reduces their capacity to learn unstructured data.
C Tsvetkov, G Malhotra, B Evans, JS Bowers
CogSci, 2020
52020
Bespoke data augmentation and network construction enable developmental morphological classification on limited microscopy datasets
I Groves, J Holmshaw, D Furley, M Towers, BD Evans, M Placzek, ...
bioRxiv, 2022.02. 18.480991, 2022
4*2022
Adding biological constraints to CNNs makes image classification more human-like and robust
G Malhotra, B Evans, J Bowers
2019 Conference on Cognitive Computational Neuroscience. 2019 Conference on …, 2019
42019
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