C. Gavaghan, A. Knott, J. Maclaurin, J. Zerilli and J. Liddicoat. Government use of Artificial Intelligence in New Zealand. New Zealand Law Foundation, 2020. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
M. Butz, D. Bilkey, D. Humaidan and A. Knott. Learning, planning and control in a monolithic neural event inference architecture. Neural Networks, 117:135-144, 2019. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
J. Zerilli, A. Knott, J. Maclaurin and C. Gavaghan. Algorithmic Decision-Making and the Control Problem. Minds and Machines, 29:555-578, 2019. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
C. Atkinson, B. McCane, L. Szymanski and A. Robins. Pseudo-rehearsal: Achieving deep reinforcement learning without catastrophic forgetting. arXiv preprint arXiv:1812.02464, 2018. Copy bibtex to clipboard
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. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
X. Yan, A. Knott and S. Mills. A Model for Learning Representations of 3D Objects Through Tactile Exploration: Effects of Object Asymmetries and Landmarks. In Australasian Joint Conference on Artificial Intelligence, pp. 271-283, 2018. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
X. Yan, A. Knott and S. Mills. A neural network model for learning to represent 3D objects via tactile exploration: technical appendix. Department of Computer Science, University of Otago, 2018. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
H. Xu, B. McCane and L. Szymanski. Twin Bounded Large Margin Distribution Machine. In Australasian Joint Conference on Artificial Intelligence, pp. 718-729, 2018. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
J. Zerilli, A. Knott, J. Maclaurin and C. Gavaghan. Transparency in Algorithmic and Human Decision-Making: Is There a Double Standard? Philosophy and Technology, 32:661-683, 2018. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
X. Yan, A. Knott and S. Mills. A neural network model for learning to represent 3D objects via tactile exploration. In CogSci, 2018. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
L. Szymanski, B. McCane and M. Albert. The effect of the choice of neural network depth and breadth on the size of its hypothesis space. CoRR, abs/1806.02460, 2018. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
L. Szymanski, C. Gorman, A. Knott, B. McCane and M. Takac. On Learning Object Properties in Convolutional Neural Networks via an Inhibition of Return (IOR) Mechanism. Tech report: OUCS-2018-04, Department of Computer Science, University of Otago, 2018. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
H. Clark-Younger, S. Mills and L. Szymanski. Stacked Hourglass CNN for Handwritten Character Location. In 2018 International Conference on Image and Vision Computing New Zealand (IVCNZ), pp. 1-6, 2018. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
C. Atkinson, B. McCane and L. Szymanski. Increasing the accuracy of convolutional neural networks with progressive reinitialisation. In 2017 International Conference on Image and Vision Computing New Zealand (IVCNZ), pp. 1-5, 2017. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
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. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
M. Takac, A. Knott and S. Stokes. What can Neighbourhood Density effects tell us about word learning? Insights from a connectionist model of vocabulary development. Journal of Child Language, 44(2):346-379, 2017. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
L. Szymanski, B. McCane, W. Gao and Z. Zhou. Effects of the optimisation of the margin distribution on generalisation in deep architectures. CoRR, abs/1704.05646, 2017. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
L. Szymanski and S. Mills. CNN for historic handwritten document search. In 2017 International Conference on Image and Vision Computing New Zealand (IVCNZ), pp. 1-6, 2017. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
B. McCane and L. Szymanski. Efficiency of deep networks for radially symmetric functions. Neurocomputing, 313:119-124, 2017. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
B. McCane and L. Szymanski. Deep networks are efficient for circular manifolds. In 2016 23rd International Conference on Pattern Recognition (ICPR), pp. 3464-3469, 2016. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
J. Lee-Hand and A. Knott. A neural network model of causative actions. Frontiers in Neurorobotics, 9:Article 4, 2015. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
L. Szymanski and B. McCane. Deep Networks are Effective Encoders of Periodicity. IEEE Transactions on Neural Networks and Learning Systems, 25(10):1816-1827, 2014. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
M. Guise, A. Knott and L. Benuskova. A Bayesian model of polychronicity. Neural Computation, 26(9):2052-2073, 2014. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
A. Knott. Syntactic structures as descriptions of sensorimotor processes. Biolinguistics, 8:1-52, 2014. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
H. Walles, A. Robins and A. Knott. A perceptually grounded model of the singular-plural distinction. Language and Cognition, 6:1-43, 2014. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
L. Szymanski and B. McCane. Learning in deep architectures with folding transformations. In The 2013 International Joint Conference on Neural Networks (IJCNN), pp. 1-8, 2013. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
S. Martin and L. Szymanski. Singularity resolution for dimension reduction. In 2013 28th International Conference on Image and Vision Computing New Zealand (IVCNZ 2013), pp. 19-24, 2013. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
A. Knott. Sensorimotor Cognition and Natural Language Syntax. MIT Press, 2012. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
L. Szymanski and B. McCane. Push-pull separability objective for supervised layer-wise training of neural networks. In The 2012 International Joint Conference on Neural Networks (IJCNN), pp. 1-8, 2012. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
M. Takac, L. Benuskova and A. Knott. Mapping sensorimotor sequences to word sequences: A connectionist model of language acquisition and sentence generation. Cognition, 125:288-308, 2012. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
L. Szymanski. Deep architectures and classification by intermediary transformations. PhD thesis, University of Otago, 2012. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
G. Caza and A. Knott. Pragmatic bootstrapping: A neural network model of vocabulary acquisition. Language Learning and Development, 8:1-23, 2012. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
L. Szymanski and B. McCane. Deep, super-narrow neural network is a universal classifier. In The 2012 International Joint Conference on Neural Networks (IJCNN), pp. 1-8, 2012. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
L. Szymanski and B. McCane. Visualising Kernel Spaces. In Proceedings of Image and Vision Computing New Zealand, pp. 449-452, 2011. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
A. Webb, A. Knott and M. MacAskill. Eye movements during transitive action observation have sequential structure. Acta Psychologica, 133:51-56, 2010. Copy bibtex to clipboard
Bibtex has been copied to clipboard.
H. Walles, A. Knott and A. Robins. A model of cardinality blindness in inferotemporal cortex. Biological Cybernetics, 98(5):427-437, 2008. Copy bibtex to clipboard
Bibtex has been copied to clipboard.