Edinburgh Research Explorer

Institute for Adaptive and Neural Computation

Organisational unit: Research Institute

  1. 2020
  2. Clinical characteristics of children and young people admitted to hospital with covid-19 in United Kingdom: prospective multicentre observational cohort study

    Swann, O. V., Holden, K. A., Turtle, L., Pollock, L., Fairfield, C. J., Drake, T. M., Seth, S., Egan, C., Hardwick, H. E., Halpin, S., Girvan, M., Donohue, C., Pritchard, M., Patel, L. B., Ladhani, S., Sigfrid, L., Sinha, I. P., Olliaro, P. L., Nguyen-van-tam, J. S., Horby, P. W. & 8 others, Merson, L., Carson, G., Dunning, J., Openshaw, P. J. M., Baillie, J. K., Harrison, E. M., Docherty, A. B. & Semple, M. G., 27 Aug 2020, In : British Medical Journal (BMJ). p. m3249

    Research output: Contribution to journalArticle

  3. EMG-Based Hand Gesture Classification with Long Short-Term Memory Deep Recurrent Neural Networks

    Jabbari, M., Khushaba, R. N. & Nazarpour, K., 27 Aug 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC). Institute of Electrical and Electronics Engineers (IEEE), p. 3302-3305 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  4. Integrated Pico-Tesla Resolution Magnetoresistive Sensors for Miniaturised Magnetomyography

    Zuo, S., Nazarpour, K., Böhnert, T., Paz, E., Freitas, P., Ferreira, R. & Heidari, H., 27 Aug 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC). Institute of Electrical and Electronics Engineers (IEEE), p. 3415-3419 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  5. Intramuscular EMG For Abstract Myoelectric Control: A Proof Of Concept Study

    Dupan, S. S. G., Krasoulis, A. & Nazarpour, K., 27 Aug 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC). Institute of Electrical and Electronics Engineers (IEEE), p. 3277-3280 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. Temporal Modulation of Transcutaneous Electrical Nerve Stimulation Influences Sensory Perception

    Dupan, S. S. G., McNeill, Z., Brunton, E. & Nazarpour, K., 27 Aug 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC). Institute of Electrical and Electronics Engineers (IEEE), p. 3885-3888 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  7. Leadership and Maturity: How Do They Affect Learning Analytics Adoption in Latin America?

    Hilliger, I., Pérez-Sanagustín, M., Pérez-Álvarez, R., Henríquez, V., Guerra, J., Zuñiga-Prieto, M. Á., Ortiz-Rojas, M., Tsai, Y-S., Gasevic, D., Muñoz-Merino, P. J., Broos, T. & De Laet, T., 11 Aug 2020, Adoption of Data Analytics in Higher Education Learning and Teaching. Ifenthaler, D. & Gibson, D. (eds.). Cham: Springer International Publishing AG, p. 305-326 22 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  8. A stochastic model of gene expression with polymerase recruitment and pause release

    Cao, E., Filatova, T., Oyarzún, D. A. & Grima, R., 3 Aug 2020, In : Biophysical Journal. 15 p.

    Research output: Contribution to journalArticle

  9. Sequential Bayesian Experimental Design for Implicit Models via Mutual Information

    Kleinegesse, S., Drovandi, C. & Gutmann, M. U., 31 Jul 2020, In : Bayesian analysis. p. 1-30 30 p.

    Research output: Contribution to journalArticle

  10. Towards learning analytics adoption: A mixed methods study of data-related practices and policies in Latin American universities

    Hilliger, I., Ortiz-Rojas, M., Pesántez-Cabrera, P., Scheihing, E., Tsai, Y-S., Muñoz-Merino, P. J., Broos, T., Whitelock-Wainwright, A., Gašević, D. & Pérez-Sanagustín, M., 31 Jul 2020, In : British Journal of Educational Technology. 51, 4, p. 915–937 23 p.

    Research output: Contribution to journalArticle

  11. A home-based myoelectric training system for children

    Dyson, M., Olsen, J. & Nazarpour, K., 23 Jul 2020, MEC20 Symposium Proceedings. p. 103-106 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  12. Abstract Myoelectric Control with an Arduino-based System

    Wu, H., Dupan, S. & Nazarpour, K., 23 Jul 2020, MEC20 Symposium Proceedings. p. 167-170 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  13. Action myoelectric control for advanced hand prostheses via multi-label classification

    Krasoulis, A. & Nazarpour, K., 23 Jul 2020, MEC20 Symposium Proceedings. p. 79-82 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  14. Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation

    Kleinegesse, S. & Gutmann, M., 18 Jul 2020, Proceedings of the 37th International Conference on Machine Learning (ICML) 2020. PMLR, p. 5316-5326 11 p. (Proceedings of Machine Learning Research ; vol. 119).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  15. On Contrastive Learning for Likelihood-free Inference

    Durkan, C., Murray, I. & Papamakarios, G., 18 Jul 2020, Proceedings of the 37th International Conference on Machine Learning. PMLR, p. 2771-2781 15 p. (Proceedings of Machine Learning Research; vol. 119).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  16. Diverse Ensembles Improve Calibration

    Cooper Stickland, A. & Murray, I., 1 Jul 2020, (Accepted/In press) ICML 2020 Workshop on Uncertainty and Robustness in Deep Learning. 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  17. Learning, generalisation, scalability of abstract myoelectric control

    Dyson, M., Dupan, S., Jones, H. & Nazarpour, K., 1 Jul 2020, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 28, 7, p. 1539 - 1547 9 p.

    Research output: Contribution to journalArticle

  18. Stir to Pour: Efficient Calibration of Liquid Properties for Pouring Actions

    Lopez Guevara, T., Pucci, R., Taylor, N., Gutmann, M. U., Ramamoorthy, R. & Subr, K., 1 Jul 2020, (Accepted/In press) Proceedings of the 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020). 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  19. Temporal dissociation of phencyclidine: Induced locomotor and social alterations in rats using an automated homecage monitoring system – implications for the 3Rs and preclinical drug discovery

    Mitchell, E. J., Brett, R. R., Armstrong, J. D., Sillito, R. R. & Pratt, J. A., 1 Jul 2020, In : Journal of Psychopharmacology. 34, 7, p. 709-715 7 p.

    Research output: Contribution to journalArticle

  20. Density Deconvolution with Normalizing Flows

    Dockhorn, T., Ritchie, J. A., Yu, Y. & Murray, I., 29 Jun 2020, (Accepted/In press) Second workshop on Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models (ICML 2020). 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  21. Ordering Dimensions with Nested Dropout Normalizing Flows

    Bekasovs, A. & Murray, I., 29 Jun 2020, (Accepted/In press) Second workshop on Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models (ICML 2020). 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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