Benjamin D. Evans

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 10

Top Topics

Capacity Constraints

Simulation Platform

Top Venues

Neural Networks

Frontiers Neuroinformatics

Publications

Valerio Biscione, Dong Yin, Gaurav Malhotra, Marin Dujmovic, Milton Llera Montero, Guillermo Puebla, Federico Adolfi, Rachel F. Heaton, John E. Hummel, Benjamin D. Evans, Karim Habashy, Jeffrey S. Bowers
MindSet: Vision. A toolbox for testing DNNs on key psychological experiments. CoRR (2024)
Karim Habashy, Benjamin D. Evans, Dan F. M. Goodman, Jeffrey S. Bowers
Adapting to time: why nature evolved a diverse set of neurons. CoRR (2024)
Christian Tsvetkov, Gaurav Malhotra, Benjamin D. Evans, Jeffrey S. Bowers
The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data. Neural Networks 161 (2023)
Benjamin D. Evans, Gaurav Malhotra, Jeffrey S. Bowers
Biological convolutions improve DNN robustness to noise and generalisation. Neural Networks 148 (2022)
Daniel Nüst, Vanessa Sochat, Ben Marwick, Stephen J. Eglen, Tim Head, Tony Hirst, Benjamin D. Evans
Ten simple rules for writing Dockerfiles for reproducible data science. PLoS Comput. Biol. 16 (11) (2020)
Fergus R. Cooper, Ruth E. Baker, Miguel O. Bernabeu, Rafel Bordas, Louise Bowler, Alfonso Bueno-Orovio, Helen M. Byrne, Valentina Carapella, Louie Cardone-Noott, Jonathan Cooper, Sara Dutta, Benjamin D. Evans, Alexander G. Fletcher, James A. Grogan, Wenxian Guo, Daniel G. Harvey, Maurice Hendrix, David Kay, Jochen Kursawe, Philip K. Maini, Beth McMillan, Gary R. Mirams, James M. Osborne, Pras Pathmanathan, Joe Pitt-Francis, Martin Robinson, Blanca Rodríguez, Raymond J. Spiteri, David Gavaghan
Chaste: Cancer, Heart and Soft Tissue Environment. J. Open Source Softw. 5 (47) (2020)
Junwen Luo, Konstantin Nikolic, Benjamin D. Evans, Na Dong, Xiaohan Sun, Peter Andras, Alex Yakovlev, Patrick Degenaar
Optogenetics in Silicon: A Neural Processor for Predicting Optically Active Neural Networks. IEEE Trans. Biomed. Circuits Syst. 11 (1) (2017)
Benjamin D. Evans, Konstantin Nikolic
From bytes to insights with modelling as a service a new paradigm for computational modelling illustrated with PyRhO. BioCAS (2016)
Nora Gaspar, Anish Sondhi, Benjamin D. Evans, Konstantin Nikolic
A low-power neuromorphic system for retinal implants and sensory substitution. BioCAS (2016)
Benjamin D. Evans, Sarah Jarvis, Simon R. Schultz, Konstantin Nikolic
PyRhO: A Multiscale Optogenetics Simulation Platform. Frontiers Neuroinformatics 10 (2016)
Nora Gaspar, Anish Sondhi, Benjamin D. Evans, Konstantin Nikolic
Live demonstration: A low-power neuromorphic system for retinal implants and sensory substitution. BioCAS (2015)
Benjamin D. Evans, Simon M. Stringer
STDP in lateral connections creates category-based perceptual cycles for invariance learning with multiple stimuli. Biol. Cybern. 109 (2) (2015)
Akihiro Eguchi, Bedeho M. W. Mender, Benjamin D. Evans, Glyn W. Humphreys, Simon M. Stringer
Computational Modelling of the Neural Representation of Object Shape in the Primate Ventral Visual System. Frontiers Comput. Neurosci. 9 (2015)
Benjamin D. Evans, Simon M. Stringer
Transform-invariant visual representations in self-organizing spiking neural networks. Frontiers Comput. Neurosci. 6 (2012)