Publications by authors named "Benjamin D Evans"

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Adapting to time: Why nature may have evolved a diverse set of neurons.
Karim G Habashy, Benjamin D Evans, Dan F M Goodman, Jeffrey S Bowers

PLoS Comput Biol· December 2024

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Clarifying status of DNNs as models of human vision.
Jeffrey S Bowers, Gaurav Malhotra, Marin Dujmović, Milton L Montero, Christian Tsvetkov, Benjamin D Evans

Behav Brain Sci· December 2023

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Accurate staging of chick embryonic tissues via deep learning of salient features.
Ian Groves, Jacob Holmshaw, David Furley, Elizabeth Manning, Kavitha Chinnaiya, Benjamin D Evans

Development· November 2023

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The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data.
Christian Tsvetkov, Gaurav Malhotra, Benjamin D Evans, Jeffrey S Bowers

Neural Netw· April 2023

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Deep problems with neural network models of human vision.
Jeffrey S Bowers, Gaurav Malhotra, Marin Dujmović, Milton Llera Montero, Christian Tsvetkov, Benjamin D Evans

Behav Brain Sci· December 2022

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Biological convolutions improve DNN robustness to noise and generalisation.
Benjamin D Evans, Gaurav Malhotra, Jeffrey S Bowers

Neural Netw· April 2022

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Estimating disease prevalence in large datasets using genetic risk scores.
Benjamin D Evans, Piotr Słowiński, Andrew T Hattersley, Samuel E Jones, Seth Sharp

Nat Commun· November 2021

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Vangl2 promotes the formation of long cytonemes to enable distant Wnt/β-catenin signaling.
Lucy Brunt, Gediminas Greicius, Sally Rogers, Benjamin D Evans, David M Virshup

Nat Commun· April 2021

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Ten simple rules for writing Dockerfiles for reproducible data science.
Daniel Nüst, Vanessa Sochat, Ben Marwick, Stephen J Eglen, Tim Head, Benjamin D Evans

PLoS Comput Biol· November 2020

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Hiding a plane with a pixel: examining shape-bias in CNNs and the benefit of building in biological constraints.
Gaurav Malhotra, Benjamin D Evans, Jeffrey S Bowers

Vision Res· September 2020

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Additive Combination of Spectra Reflected from Porous Silicon and Carbon/Porous Silicon Rugate Filters to Improve Vapor Selectivity.
Joshua D Kittle, John S Gofus, Andrea N Abel, Benjamin D Evans

ACS Omega· August 2020

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Chaste: Cancer, Heart and Soft Tissue Environment.
Fergus R Cooper, Ruth E Baker, Miguel O Bernabeu, Rafel Bordas, Louise Bowler, Benjamin D Evans

J Open Source Softw· March 2020

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Optogenetics in Silicon: A Neural Processor for Predicting Optically Active Neural Networks.
Junwen Luo, Konstantin Nikolic, Benjamin D Evans, Na Dong, Xiaohan Sun

IEEE Trans Biomed Circuits Syst· February 2017

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PyRhO: A Multiscale Optogenetics Simulation Platform.
Benjamin D Evans, Sarah Jarvis, Simon R Schultz, Konstantin Nikolic

Front Neuroinform· May 2016

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Computational modeling of the neural representation of object shape in the primate ventral visual system.
Akihiro Eguchi, Bedeho M W Mender, Benjamin D Evans, Glyn W Humphreys, Simon M Stringer

Front Comput Neurosci· August 2015

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STDP in lateral connections creates category-based perceptual cycles for invariance learning with multiple stimuli.
Benjamin D Evans, Simon M Stringer

Biol Cybern· April 2015

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How lateral connections and spiking dynamics may separate multiple objects moving together.
Benjamin D Evans, Simon M Stringer

PLoS One· April 2014

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A self-organizing model of the visual development of hand-centred representations.
Juan M Galeazzi, Bedeho M W Mender, Mariana Paredes, James M Tromans, Benjamin D Evans

PLoS One· January 2014

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Transformation-invariant visual representations in self-organizing spiking neural networks.
Benjamin D Evans, Simon M Stringer

Front Comput Neurosci· August 2012

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