Chrisantha Fernando
Chrisantha Fernando
Google DeepMind
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Hierarchical representations for efficient architecture search
H Liu, K Simonyan, O Vinyals, C Fernando, K Kavukcuoglu
arXiv preprint arXiv:1711.00436, 2017
5492017
Pathnet: Evolution channels gradient descent in super neural networks
C Fernando, D Banarse, C Blundell, Y Zwols, D Ha, AA Rusu, A Pritzel, ...
arXiv preprint arXiv:1701.08734, 2017
4142017
Population based training of neural networks
M Jaderberg, V Dalibard, S Osindero, WM Czarnecki, J Donahue, ...
arXiv preprint arXiv:1711.09846, 2017
3562017
Pattern recognition in a bucket
C Fernando, S Sojakka
European conference on artificial life, 588-597, 2003
2292003
Evolution before genes
V Vasas, C Fernando, M Santos, S Kauffman, E Szathmáry
Biology direct 7 (1), 1-14, 2012
1892012
Evolutionary potential and requirements for minimal protocells
E Szathmáry, M Santos, C Fernando
Prebiotic Chemistry, 167-211, 2005
1182005
Molecular circuits for associative learning in single-celled organisms
CT Fernando, AML Liekens, LEH Bingle, C Beck, T Lenser, DJ Stekel, ...
Journal of the Royal Society Interface 6 (34), 463-469, 2009
1032009
Convolution by evolution: Differentiable pattern producing networks
C Fernando, D Banarse, M Reynolds, F Besse, D Pfau, M Jaderberg, ...
Proceedings of the Genetic and Evolutionary Computation Conference 2016, 109-116, 2016
922016
Selectionist and evolutionary approaches to brain function: a critical appraisal
CT Fernando, E Szathmary, P Husbands
Frontiers in computational neuroscience 6, 24, 2012
862012
What is comparable in comparative cognition?
L Chittka, SJ Rossiter, P Skorupski, C Fernando
Philosophical Transactions of the Royal Society B: Biological Sciences 367 …, 2012
732012
Natural selection in chemical evolution
C Fernando, J Rowe
Journal of theoretical biology 247 (1), 152-167, 2007
672007
The neuronal replicator hypothesis
C Fernando, R Goldstein, E Szathmáry
Neural computation 22 (11), 2809-2857, 2010
632010
Is there a liquid state machine in the bacterium escherichia coli?
B Jones, D Stekel, J Rowe, C Fernando
2007 IEEE Symposium on Artificial Life, 187-191, 2007
622007
A stochastic model of nonenzymatic nucleic acid replication:“Elongators” sequester replicators
C Fernando, G Von Kiedrowski, E Szathmáry
Journal of Molecular Evolution 64 (5), 572-585, 2007
592007
Copying and evolution of neuronal topology
C Fernando, KK Karishma, E Szathmáry
PloS one 3 (11), e3775, 2008
572008
A model of the mechanisms of language extinction and revitalization strategies to save endangered languages
C Fernando, RL Valijärvi, RA Goldstein
Human biology 82 (1), 47-75, 2010
502010
Evolution of associative learning in chemical networks
S McGregor, V Vasas, P Husbands, C Fernando
PLoS Comput Biol 8 (11), e1002739, 2012
412012
The origin of autonomous agents by natural selection
C Fernando, J Rowe
Biosystems 91 (2), 355-373, 2008
402008
Insect bio-inspired neural network provides new evidence on how simple feature detectors can enable complex visual generalization and stimulus location invariance in the …
M Roper, C Fernando, L Chittka
PLoS computational biology 13 (2), e1005333, 2017
332017
Evolving intrinsic motivations for altruistic behavior
JX Wang, E Hughes, C Fernando, WM Czarnecki, EA Duéñez-Guzmán, ...
arXiv preprint arXiv:1811.05931, 2018
292018
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