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Benjamin D. Evans - Publications

Affiliations: 
Experimental Psychology University of Oxford, Oxford, United Kingdom 
Area:
Visual system, object identification, spiking neural networks
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9 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Tsvetkov C, Malhotra G, Evans BD, Bowers JS. The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data. Neural Networks : the Official Journal of the International Neural Network Society. 161: 515-524. PMID 36805266 DOI: 10.1016/j.neunet.2023.01.011  0.325
2021 Evans BD, Malhotra G, Bowers JS. Biological convolutions improve DNN robustness to noise and generalisation. Neural Networks : the Official Journal of the International Neural Network Society. 148: 96-110. PMID 35114495 DOI: 10.1016/j.neunet.2021.12.005  0.356
2015 Eguchi A, Mender BM, Evans BD, Humphreys GW, Stringer SM. Computational modeling of the neural representation of object shape in the primate ventral visual system. Frontiers in Computational Neuroscience. 9: 100. PMID 26300766 DOI: 10.3389/Fncom.2015.00100  0.668
2015 Evans BD, Stringer SM. STDP in lateral connections creates category-based perceptual cycles for invariance learning with multiple stimuli. Biological Cybernetics. 109: 215-39. PMID 25488769 DOI: 10.1007/S00422-014-0637-Z  0.746
2015 Eguchi A, Mender BMW, Evans BD, Humphreys GW, Stringer SM. Computational modeling of the neural representation of object shape in the primate ventral visual system Frontiers in Computational Neuroscience. 9. DOI: 10.3389/fncom.2015.00100  0.711
2015 Gaspar N, Sondhi A, Evans B, Nikolic K. Live demonstration: A low-power neuromorphic system for retinal implants and sensory substitution Ieee Biomedical Circuits and Systems Conference: Engineering For Healthy Minds and Able Bodies, Biocas 2015 - Proceedings. DOI: 10.1109/BioCAS.2015.7348325  0.354
2013 Evans BD, Stringer SM. How lateral connections and spiking dynamics may separate multiple objects moving together. Plos One. 8: e69952. PMID 23936362 DOI: 10.1371/Journal.Pone.0069952  0.789
2013 Galeazzi JM, Mender BM, Paredes M, Tromans JM, Evans BD, Minini L, Stringer SM. A self-organizing model of the visual development of hand-centred representations. Plos One. 8: e66272. PMID 23799086 DOI: 10.1371/Journal.Pone.0066272  0.427
2012 Evans BD, Stringer SM. Transformation-invariant visual representations in self-organizing spiking neural networks. Frontiers in Computational Neuroscience. 6: 46. PMID 22848199 DOI: 10.3389/Fncom.2012.00046  0.726
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