Interests: Catastrophic Forgetting, Deep Learning, Convolutional Neural Networks, Computational models of cognition
Anthony's Publications
C. Atkinson, B. McCane, L. Szymanski and A. Robins. Pseudo-rehearsal: Achieving deep reinforcement learning without catastrophic forgetting. Neurocomputing, 428:291 - 307, 2021. 
@article{atkinson2020pseudo,
title = "Pseudo-rehearsal: Achieving deep reinforcement learning without catastrophic forgetting",
journal = "Neurocomputing",
volume = "428",
pages = "291 - 307",
year = "2021",
issn = "0925-2312",
doi = "https://doi.org/10.1016/j.neucom.2020.11.050",
url = "http://www.sciencedirect.com/science/article/pii/S0925231220318439",
author = "Craig Atkinson and Brendan McCane and Lech Szymanski and Anthony Robins",
}
Bibtex has been copied to clipboard.
C. Atkinson, B. McCane, L. Szymanski and A. Robins. GRIm-RePR: Prioritising Generating Important Features for Pseudo-Rehearsal. arXiv preprint arXiv:1911.11988, 2019.
@article{atkinson.etal:2019,
title={GRIm-RePR: Prioritising Generating Important Features for Pseudo-Rehearsal},
author={Craig Atkinson and
Brendan McCane and
Lech Szymanski and
Anthony Robins},
journal={arXiv preprint arXiv:1911.11988},
url={https://arxiv.org/abs/1911.11988},
year={2019}
}
Bibtex has been copied to clipboard.
C. Atkinson, B. McCane, L. Szymanski and A. Robins. Pseudo-recursal: Solving the catastrophic forgetting problem in deep neural networks. arXiv preprint arXiv:1802.03875, 2018.
@article{atkinson2018pseudo-recursal,
title={Pseudo-recursal: Solving the catastrophic forgetting problem in deep neural networks},
author={Atkinson, Craig and McCane, Brendan and Szymanski, Lech and Robins, Anthony},
journal={arXiv preprint arXiv:1802.03875},
url={https://arxiv.org/abs/1802.03875},
year={2018}
}
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C. Gorman, A. Robins and A. Knott. Hopfield networks as a model of prototype-based category learning: A method to distinguish trained, spurious and prototypical attractors. Neural Networks, 2017.
@ARTICLE{gorman2017,
TITLE = "Hopfield networks as a model of prototype-based category learning: A method to distinguish trained, spurious and prototypical attractors",
AUTHOR = "Gorman, C and Robins, A and Knott, A",
JOURNAL = "Neural Networks",
URL = "https://www.sciencedirect.com/science/article/pii/S0893608017300874/pdfft?md5=a1c0455e7a6a6c428bf480a60b83fb81&pid=1-s2.0-S0893608017300874-main.pdf",
YEAR = 2017}
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H. Walles, A. Robins and A. Knott. A perceptually grounded model of the singular-plural distinction. Language and Cognition, 6:1-43, 2014.
@ARTICLE{walles2014,
AUTHOR = "Walles, H and Robins, A and Knott, A",
TITLE = "A perceptually grounded model of the singular-plural distinction",
JOURNAL = "Language and Cognition",
VOLUME = 6,
PAGES = "1--43",
URL = "http://dx.doi.org/10.1017/langcog.2014.9",
YEAR = 2014 }
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H. Walles, A. Knott and A. Robins. A model of cardinality blindness in inferotemporal cortex. Biological Cybernetics, 98(5):427-437, 2008.
@ARTICLE{walles2008,
AUTHOR = "Walles, H and Knott, A and Robins, A",
TITLE = "A model of cardinality blindness in inferotemporal cortex",
JOURNAL = "Biological Cybernetics",
VOLUME = 98,
NUMBER = 5,
PAGES = "427--437",
URL = "http://dx.doi.org/10.1007/s00422-008-0229-x",
YEAR = 2008 }
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More of Anthony's publications can be found
here.
