CUED Publications database

Items where Division is "Div F > Computational and Biological Learning" and Year is 2020

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Number of items: 20.


Baggio, G and Rutten, V and Hennequin, G and Zampieri, S (2020) Efficient communication over complex dynamical networks: The role of matrix non-normality. Science Advances, 6. eaba2282-.

Bertaux, F and von Kügelgen, J and Marguerat, S and Shahrezaei, V (2020) A bacterial size law revealed by a coarse-grained model of cell physiology. PLoS Comput Biol, 16. e1008245-.

Bian, T and Wolpert, DM and Jiang, ZP (2020) Model-free robust optimal feedback mechanisms of biological motor control. Neural Computation, 32. pp. 562-595. ISSN 0899-7667


Coyle, D and Weller, A (2020) 'Explaining' machine learning reveals policy challenges. Science, 368. pp. 1433-1434. (Unpublished)


Dimanov, B and Bhatt, U and Jamnik, M and Weller, A (2020) You shouldn’t trust me: Learning models which conceal unfairness from multiple explanation methods. In: ECAI European Conference on Artificial Intelligence, 2020-8-29 to 2020-9-8 pp. 63-73..


Echeveste, R and Aitchison, L and Hennequin, G and Lengyel, M (2020) Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference. Nature Neuroscience, 23. pp. 1138-1149. ISSN 1097-6256

Esmaeili, B and Wu, H and Jain, S and Bozkurt, A and Siddharth, N and Paige, B and Brooks, DH and Dy, J and van de Meent, JW (2020) Structured disentangled representations. AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics.


Griffiths, RR and Hernández-Lobato, JM (2020) Constrained Bayesian optimization for automatic chemical design using variational autoencoders. Chemical Science, 11. pp. 577-586. ISSN 2041-6520


Ichikawa, N and Lisi, G and Yahata, N and Okada, G and Takamura, M and Hashimoto, RI and Yamada, T and Yamada, M and Suhara, T and Moriguchi, S and Mimura, M and Yoshihara, Y and Takahashi, H and Kasai, K and Kato, N and Yamawaki, S and Seymour, B and Kawato, M and Morimoto, J and Okamoto, Y (2020) Primary functional brain connections associated with melancholic major depressive disorder and modulation by antidepressants. Scientific Reports, 10.


Lakunina, AA and Nardoci, MB and Ahmadian, Y and Jaramillo, S (2020) Somatostatin-Expressing Interneurons in the Auditory Cortex Mediate Sustained Suppression by Spectral Surround. J Neurosci, 40. pp. 3564-3575.


McGarity-Shipley, MR and Heald, JB and Ingram, JN and Gallivan, JP and Wolpert, DM and Flanagan, JR (2020) Motor memories in manipulation tasks are linked to contact goals between objects. Journal of Neurophysiology, 124. pp. 994-1004. ISSN 0022-3077

Moskowitz, JB and Gale, DJ and Gallivan, JP and Wolpert, DM and Randall Flanagan, J (2020) Human decision making anticipates future performance in motor learning. PLoS Computational Biology, 16. e1007632-. ISSN 1553-734X


Nazábal, A and Olmos, PM and Ghahramani, Z and Valera, I (2020) Handling incomplete heterogeneous data using VAEs. Pattern Recognition, 107. ISSN 0031-3203

Nazábal, A and Olmos, PM and Ghahramani, Z and Valera, I (2020) Handling incomplete heterogeneous data using VAEs. Pattern Recognition, 107. p. 107501. ISSN 0031-3203


Seymour, B and Mancini, F (2020) Hierarchical models of pain: Inference, information-seeking, and adaptive control. NeuroImage, 222. 117212-. ISSN 1053-8119


Takenaka, S and Kan, S and Seymour, B and Makino, T and Sakai, Y and Kushioka, J and Tanaka, H and Watanabe, Y and Shibata, M and Yoshikawa, H and Kaito, T (2020) Resting-state Amplitude of Low-frequency Fluctuation is a Potentially Useful Prognostic Functional Biomarker in Cervical Myelopathy. Clin Orthop Relat Res, 478. pp. 1667-1680.


Valera, I and Pradier, MF and Lomeli, M and Ghahramani, Z (2020) General latent feature models for heterogeneous datasets. Journal of Machine Learning Research, 21. ISSN 1532-4435


Westwater, ML and Mancini, F and Shapleske, J and Serfontein, J and Ernst, M and Ziauddeen, H and Fletcher, PC (2020) Dissociable hormonal profiles for psychopathology and stress in anorexia and bulimia nervosa. Psychological Medicine. pp. 1-11. ISSN 0033-2917

Wolpe, N and Ingram, JN and Tsvetanov, KA and Henson, RN and Wolpert, DM and Tyler, LK and Brayne, C and Bullmore, ET and Calder, AC and Cusack, R and Dalgleish, T and Duncan, J and Matthews, FE and Marslen-Wilson, WD and Shafto, MA and Campbell, K and Cheung, T and Davis, S and Geerligs, L and Kievit, R and McCarrey, A and Mustafa, A and Price, D and Samu, D and Taylor, JR and Treder, M and van Belle, J and Williams, N and Bates, L and Emery, T and Erzinçlioglu, S and Gadie, A and Gerbase, S and Georgieva, S and Hanley, C and Parkin, B and Troy, D and Auer, T and Correia, M and Gao, L and Green, E and Henriques, R and Allen, J and Amery, G and Amunts, L and Barcroft, A and Castle, A and Dias, C and Dowrick, J and Fair, M and Fisher, H and Goulding, A and Grewal, A and Hale, G and Hilton, A and Johnson, F and Johnston, P and Kavanagh-Williamson, T and Kwasniewska, M and McMinn, A and Norman, K and Penrose, J and Roby, F and Rowland, D and Sargeant, J and Squire, M and Stevens, B and Stoddart, A and Stone, C and Thompson, T and Yazlik, O and Barnes, D and Dixon, M and Hillman, J and Mitchell, J and Villis, L and Rowe, JB (2020) Age-related reduction in motor adaptation: brain structural correlates and the role of explicit memory. Neurobiology of Aging, 90. pp. 13-23. ISSN 0197-4580


Zhang, S and Yoshida, W and Mano, H and Yanagisawa, T and Mancini, F and Shibata, K and Kawato, M and Seymour, B (2020) Pain Control by Co-adaptive Learning in a Brain-Machine Interface. Current Biology, 30. 3935-3944.e7. ISSN 0960-9822

This list was generated on Tue Oct 27 20:13:23 2020 GMT.