Edinburgh Research Explorer

Institute for Adaptive and Neural Computation

Organisational unit: Research Institute

  1. 2020
  2. A Systematic Nomenclature for the Drosophila Ventral Nerve Cord

    Court, R. C., Namiki, S., Armstrong, J. D., Borner, J., Card, G., Costa, M., Dickinson, M., Duch, C., Korff, W., Mann, R., Merritt, D., Murphey, R., Seeds, A., Shirangi, T., Simpson, J. H., Truman, J., Tuthill, J., Williams, D. & Shepherd, D., 14 Sep 2020, In : Neuron. 12 p.

    Research output: Contribution to journalArticle

  3. Likelihood-free inference by ratio estimation

    Thomas, O., Dutta, R., Corander, J., Kaski, S. & Gutmann, M. U., 12 Sep 2020, In : Bayesian analysis. 31 p., Advance publication.

    Research output: Contribution to journalArticle

  4. SenseBack - An implantable system for bidirectional neural interfacing

    Williams, I., Brunton, E., Rapeaux, A., Liu, Y., Luan, S., Nazarpour, K. & Constandinou, T. G., 10 Sep 2020, In : IEEE Transactions on Biomedical Circuits and Systems. 10 p.

    Research output: Contribution to journalArticle

  5. Effect of Parkinson’s disease and two therapeutic interventions on muscle activity during walking: a systematic review

    Islam, A., Alcock, L., Nazarpour, K., Rochester, L. & Pantall, A., 9 Sep 2020, In : npj Parkinson's Disease. 6, 16 p., 22.

    Research output: Contribution to journalArticle

  6. Myoelectric digit action decoding with multi-label, multi-class classification: an offline analysis

    Krasoulis, A. & Nazarpour, K., 2 Sep 2020, (Accepted/In press) In : Scientific Reports. 11 p.

    Research output: Contribution to journalArticle

  7. A more human prosthetic hand

    Nazarpour, K., 1 Sep 2020, (Accepted/In press) In : Science Robotics. 5, 46, 3 p., eabd9341.

    Research output: Contribution to journalComment/debate

  8. Robust Optimisation Monte Carlo

    Ikonomov, B. & Gutmann, M., 28 Aug 2020, Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS) 2020. PMLR, p. 2819-2829 10 p. (Proceedings of Machine Learning Research; vol. 108).

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

  9. Robust Variational Autoencoders for Outlier Detection in Mixed-Type Data

    Eduardo, S., Nazábal, A., Williams, C. K. I. & Sutton, C., 28 Aug 2020, Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics. PMLR, p. 4056-4066 10 p. (Proceedings of Machine Learning Research; vol. 108).

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

  10. Automatic Myoelectric Control Site Detection Using Candid Covariance-Free Incremental Principal Component Analysis

    Stuttaford, S. A., Krasoulis, A., Dupan, S. S. G., Nazarpour, K. & Dyson, M., 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. 3497-3500 4 p.

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

  11. 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 : BMJ. p. m3249

    Research output: Contribution to journalArticle

  12. 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

  13. 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

  14. 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

  15. 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

  16. W:Ti flexible transversal electrode array for peripheral nerve stimulation: a feasibility study

    Silveira, C., Brunton, E., Escobedo-Cousin, E., Gupta, G., Whittaker, R., O'Neill, A. & Nazarpour, K., 13 Aug 2020, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 9 p.

    Research output: Contribution to journalArticle

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. Learning Stereo from Single Images

    Watson, J., Mac Aodha, O., Turmukhambetov, D., Brostow, G. & Firman, M., 2 Jul 2020, (Accepted/In press) Proceedings of the 16th European Conference on Computer Vision (ECCV 2020). 18 p.

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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. Self-restoration of cardiac excitation rhythm by anti-arrhythmic ion channel gating

    Majumder, R., De Coster, T., Kudryashova, N., Verkerk, A. O., Kazbanov, I. V., Ördög, B., Harlaar, N., Wilders, R., de Vries, A. AF., Ypey, D. L., Panfilov, A. V. & Pijnappels, D. A., 25 Jun 2020, In : eLIFE. 9, 23 p., e55921.

    Research output: Contribution to journalArticle

  32. A modern materialist approach to abstraction, concreteness and explanation in cognition

    Shillcock, R., 19 Jun 2020, In : Behavioral and Brain Sciences. 43, e148.

    Research output: Contribution to journalArticle

  33. Miniaturized magnetic sensors for implantable magnetomyography

    Zuo, S., Heidari, H., Farina, D. & Nazarpour, K., 11 Jun 2020, In : Advanced Materials Technologies. 5, 6, 15 p., 202000185.

    Research output: Contribution to journalArticle

  34. A comparison of coordination and its variability in lower extremity segments during treadmill and overground running at different speeds

    Abbasi, A., Yazdanbakhsh, F., Tazji, M. K., Aghaie Ataabadi, P., Svoboda, Z., Nazarpour, K. & Vieira, M. F., 1 Jun 2020, In : Gait & Posture. 79, p. 139-144 6 p.

    Research output: Contribution to journalArticle

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

    Kleinegesse, S. & Gutmann, M., 1 Jun 2020, (Accepted/In press) Proceedings of the 37th International Conference on Machine Learning (ICML) 2020. PMLR, p. 7289-7299 11 p.

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

  36. Blunted Medial Prefrontal Cortico-Limbic Reward-Related Effective Connectivity and Depression

    Rupprechter, S., Romaniuk, L., Series, P., Hirose, Y., Hawkins, E., Sandu-Giuraniuc, A., Waiter, G., Mcneil, C. J., Shen, X., Harris, M., Campbell, A., Porteous, D., McFarlane, J., Lawrie, S., Murray, A., Delgado, M., McIntosh, A., Whalley, H. & Steele, D., 1 Jun 2020, In : Brain. 143, 6, p. 1946-1956

    Research output: Contribution to journalArticle

  37. On Contrastive Learning for Likelihood-free Inference

    Durkan, C., Murray, I. & Papamakarios, G., 31 May 2020, (Accepted/In press) Proceedings of the 37th International Conference on Machine Learning. PMLR, 15 p. (Proceedings of Machine Learning Research; vol. 119).

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

  38. ptype: probabilistic type inference

    Ceritli, T., Williams, C. K. I. & Geddes, J., 31 May 2020, In : Data Mining and Knowledge Discovery. 34, 3, p. 870-904 35 p.

    Research output: Contribution to journalArticle

  39. Ultrasensitive Magnetoelectric Sensing Systemfor pico-Tesla MagnetoMyoGraphy

    Zuo, S., Schmalz, J., Ozden, M-O., Ozden, M-O., Su, J., Niekiel, F., Lofink, F., Nazarpour, K. & Heidari, H., 28 May 2020, In : IEEE Transactions on Biomedical Circuits and Systems. 14 p.

    Research output: Contribution to journalArticle

  40. Learning analytics in European higher education–trends and barriers

    Tsai, Y-S., Rates, D., Moreno-Marcos, P. M., Muñoz-Merino, P. J., Jivet, I., Scheffel, M., Drachsler, H., Kloos, C. D. & Gašević, D., 20 May 2020, In : Computers & Education. 155, 16 p., 103933.

    Research output: Contribution to journalArticle

  41. Adaptive Approximate Bayesian Computation Tolerance Selection

    Simola, U., Cisewski-Kehe, J., Gutmann, M. U. & Corander, J., 7 May 2020, In : Bayesian analysis. 27 p.

    Research output: Contribution to journalArticle

  42. Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification

    Breier, B. & Onken, A., 30 Apr 2020, Proceedings of the International Conference on Learning Representations, 2020. Addis Ababa, Ethiopia, p. 1-18 18 p.

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

  43. Assessing the validity of a learning analytics expectation instrument: A multinational study

    Whitelock-Wainwright, A., Gasevic, D., Tsai, Y-S., Drachsler, H., Scheffel, M., Muñoz-Merino, P., Tammets, K. & Delgado Kloos, C., 30 Apr 2020, In : Journal of Computer Assisted Learning. 36, 2, p. 209-240 32 p.

    Research output: Contribution to journalArticle

  44. BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget

    Turner, J., Crowley, E., O'Boyle, M., Storkey, A. & Gray, G., 30 Apr 2020, Proceedings to the International Conference on Learning Representations 2020. p. 1-15 15 p.

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

  45. Generative Ratio Matching Networks

    Srivastava, A., Xu, K., Gutmann, M. & Sutton, C., 30 Apr 2020, Proceedings of the International Conference on Learning Representations 2020. p. 1-18 18 p.

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

  46. Geocoding of trees from street addresses and street-level images

    Laumer, D., Lang, N., van Doorn, N., Mac Aodha, O., Perona, P. & Dirk Wegner, J., 30 Apr 2020, In : ISPRS Journal of Photogrammetry and Remote Sensing. 162, p. 125-136 12 p.

    Research output: Contribution to journalArticle

  47. Identifying needs for learning analytics adoption in Latin American universities: A mixed-methods approach

    Hilliger, I., Ortiz-Rojas, M., Pesántez-Cabrera, P., Scheihing, E., Tsai, Y-S., Muñoz-Merino, P. J., Broos, T., Whitelock-Wainwright, A. & Pérez-Sanagustín, M., 30 Apr 2020, In : Internet and Higher Education. 45, 9 p., 100726.

    Research output: Contribution to journalArticle

  48. Learning Direct Optimization for scene understanding

    Romaszko, L., Williams, C. K. I. & Winn, J., 23 Apr 2020, In : Pattern Recognition. 105, 13 p., 107369.

    Research output: Contribution to journalArticle

  49. Heart Cells are aMAZEing

    Kudryashova, N. & Panfilov, A., 17 Apr 2020, The Art of Theoretical Biology. Matthäus, F., Matthäus, S., Harris, S. & Hillen, T. (eds.). Cham: Springer International Publishing, p. 138-139 2 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  50. Lost in the Cells

    Kudryashova, N. & Panfilov, A., 17 Apr 2020, The Art of Theoretical Biology. Matthäus, F., Matthäus, S., Harris, S. & Hillen, T. (eds.). Cham: Springer International Publishing, p. 78-79 2 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  51. Reward association enhances stimulus-specific representations in primary visual cortex

    Henschke, J. U., Dylda, E., Katsanevaki, D., Dupuy, N., Currie, S., Amvrosiadis, T., Pakan, J. & Rochefort, N., 2 Apr 2020, In : Current Biology. 30, 10, p. 1866-1880.e5

    Research output: Contribution to journalArticle

  52. MicroRNA-34a Acutely Regulates Synaptic Efficacy in the Adult Dentate Gyrus In Vivo

    Berentsen, B., Patil, S., Rønnestad, K., Goff, K. M., Pajak, M., Simpson, T. I., Wibrand, K. & Bramham, C. R., 31 Mar 2020, In : Molecular Neurobiology. 57, 3, p. 1432–1445 14 p.

    Research output: Contribution to journalArticle

  53. The Extended Dawid-Skene Model: Fusing Information from Multiple Data Schemas

    Camilleri, M. & Williams, C. K. I., 28 Mar 2020, Machine Learning and Knowledge Discovery in Databases: International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I. Cellier, P. & Driessens, K. (eds.). Springer, Cham, p. 121-136 16 p. (Communications in Computer and Information Science (CCIS); vol. 1167).

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

  54. Disciplinary Differences in Blended Learning Design: A Network Analytic Study

    Whitelock-Wainwright, A., Tsai, Y-S., Lyons, K., Khalif, S., Bryant, M., Ryan, K. & Gasevic, D., 23 Mar 2020, LAK '20: Proceedings of the Tenth International Conference on Learning Analytics & Knowledge. Association for Computing Machinery (ACM), p. 579-588 10 p.

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

  55. Perceptions and expectation about Learning Analytics from a Brazilian Higher Education Institution

    Pontual Falcão, T., Ferreira Mello, R., Lins Rodrigues, R., Regueira Bast Diniz, J., Tsai, Y-S. & Gasevic, D., 23 Mar 2020, LAK '20: Proceedings of the Tenth International Conference on Learning Analytics & Knowledge. Association for Computing Machinery (ACM), p. 240-249 10 p.

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

  56. The privacy paradox and its implications for learning analytics

    Tsai, Y-S., Whitelock-Wainwright, A. & Gasevic, D., 23 Mar 2020, LAK '20: Proceedings of the Tenth International Conference on Learning Analytics & Knowledge. Association for Computing Machinery (ACM), p. 230-239 10 p.

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

  57. Aralar Sequesters GABA into Hyperactive Mitochondria, Causing Social Behavior Deficits

    Kanellopoulos, A. K., Mariano, V., Spinazzi, M., Woo, Y. J., McLean, C., Pech, U., Li, K. W., Armstrong, J. D., Giangrande, A., Callaerts, P., Smit, A. B., Abrahams, B. S., Fiala, A., Achsel, T. & Bagni, C., 19 Mar 2020, In : Cell. 180, 6, p. 1178 - 1197 41 p., e20.

    Research output: Contribution to journalArticle

  58. Parallel Gaussian process surrogate Bayesian inference with noisy likelihood evaluations

    Järvenpää, M., Gutmann, M., Vehtari, A. & Marttinen, P., 19 Mar 2020, In : Bayesian analysis. advance publication, 32 p.

    Research output: Contribution to journalArticle

  59. Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs

    Radu, V., Kaszyk, J., Wen, Y., Turner, J., Cano, J., Crowley, E., Franke, B., Storkey, A. & O'Boyle, M., 19 Mar 2020, 2019 IEEE International Symposium on Workload Characterization (IISWC). Orlando, FL, USA: Institute of Electrical and Electronics Engineers (IEEE), p. 24-34 11 p.

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

  60. Metabolite sequestration enables rapid recovery from fatty acid depletion in Escherichia coli

    Hartline, C. J., Mannan, A. A., Liu, D., Zhang, F. & Oyarzún, D. A., 17 Mar 2020, In : mBio. 11, 2, e03112-19.

    Research output: Contribution to journalArticle

  61. The technology behind a shared demand responsive transport system for a university campus

    Attard, M., Camilleri, M. P. J. & Muscat, A., 17 Mar 2020, In : Research in Transportation Business & Management. 12 p., 100463.

    Research output: Contribution to journalArticle

  62. Parametric Copula-GP model reveals tuning of neuronal and behavioral relationships to visual stimuli

    Kudryashova, N., Amvrosiadis, T., Dupuy, N., Rochefort, N. & Onken, A., 1 Mar 2020. 1 p.

    Research output: Contribution to conferencePoster

  63. Model-based control of individual finger movements for prosthetic hand function

    Blana, D., Bogert, A. J. V. D., Murray, W. M., Ganguly, A., Krasoulis, A., Nazarpour, K. & Chadwick, E. K., Mar 2020, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 28, 3, p. 612-620

    Research output: Contribution to journalArticle

  64. Digging Into Self-Supervised Monocular Depth Estimation

    Godard, C., Mac Aodha, O., Firman, M. & Brostow, G. J., 27 Feb 2020, 2019 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers (IEEE), p. 3827-3837 11 p.

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

  65. Presence-Only Geographical Priors for Fine-Grained Image Classification

    Mac Aodha, O., Cole, E. & Perona, P., 27 Feb 2020, 2019 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers (IEEE), p. 9595-9605 11 p.

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

  66. Automatic Generation of Specialized Direct Convolutions for Mobile GPUs

    Mogers, N., Radu, V., Li, L., Turner, J., O'Boyle, M. & Dubach, C., 23 Feb 2020, GPGPU '20: Proceedings of the 13th Annual Workshop on General Purpose Processing using Graphics Processing Unit. ACM, p. 41-50 10 p.

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

  67. Multi-Grip Classification-Based Prosthesis Control With Two EMG-IMU Sensors

    Krasoulis, A., Vijayakumar, S. & Nazarpour, K., 1 Feb 2020, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 28, 2, p. 508-518 11 p.

    Research output: Contribution to journalArticle

  68. State-dependent brainstem ensemble dynamics and their interactions with hippocampus across sleep states

    Tsunematsu, T., Patel, A., Onken, A. & Sakata, S., 14 Jan 2020, In : eLIFE. 9, 22 p., e52244.

    Research output: Contribution to journalArticle

  69. Genome-wide CRISPR screen Identifies Host Dependency Factors for Influenza A Virus Infection

    Li, B., Clohisey, S. M., Chia, B. S., Wang, B., Cui, A., Eisenhaure, T., Schweitzer, L. D., Hoover, P., Parkinson, N. J., Nachshon, A., Smith, N., Regan, T., Farr, D., Gutmann, M. U., Bukhari, S. I., Law, A., Sangesland, M., Gat-viks, I., Digard, P., Vasudevan, S. & 5 others, Lingwood, D., Dockrell, D. H., Doench, J. G., Baillie, J. K. & Hacohen, N., 9 Jan 2020, In : Nature Communications. 11, 1

    Research output: Contribution to journalArticle

  70. Objects and scenes classification with selective use of central and peripheral image content

    Alameer, A., Degenaar, P. & Nazarpour, K., 9 Jan 2020, In : Journal of visual communication and image representation. 66, 11 p., 102698.

    Research output: Contribution to journalArticle

  71. Empowering learners with personalised learning approaches? Agency, equity and transparency in the context of learning analytics

    Tsai, Y-S., Perrotta, C. & Gasevic, D., 2020, In : Assessment & Evaluation in Higher Education. 45, 4, p. 554-567 23 p.

    Research output: Contribution to journalArticle

  72. 2019
  73. Multiobjective optimization of gene circuits for metabolic engineering

    Otero-Muras, I., Mannan, A. A., Banga, J. R. & Oyarzún, D. A., 26 Dec 2019, In : IFAC-PapersOnLine. 52, 26, p. 13-16 4 p.

    Research output: Contribution to journalArticle

  74. Parameter estimation for biochemical reaction networks using Wasserstein distances

    Öcal, K., Grima, R. & Sanguinetti, G., 23 Dec 2019, In : Journal of Physics A: Mathematical and Theoretical. 53, 3, p. 1-23 24 p., 034002.

    Research output: Contribution to journalArticle

  75. Neural Spline Flows

    Durkan, C., Bekasovs, A., Murray, I. & Papamakarios, G., 14 Dec 2019, Advances in Neural Information Processing Systems 32 (NeurIPS 2019). Curran Associates Inc, Vol. 32. p. 7509-7520 12 p.

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

  76. Scalable Extreme Deconvolution

    Ritchie, J. & Murray, I., 14 Dec 2019. 7 p.

    Research output: Contribution to conferencePoster

  77. Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference

    Hurwitz, C. L., Xu, K., Srivastava, A., Buccino, A. P. & Hennig, M., 14 Dec 2019, Advances in Neural Information Processing Systems 32. Wallach, H., Larochelle, H., Beygelzimer, A., d'Alche-Buc, F., Fox, E. & Ganett, R. (eds.). Curran Associates Inc, Vol. 32. p. 4726-4738 13 p.

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

  78. Teaching Multiple Concepts to a Forgetful Learner

    Hunziker, A., Chen, Y., Mac Aodha, O., Gomez Rodriguez, M., Krause, A., Perona, P., Yue, Y. & Singla, A., 14 Dec 2019, Advances in Neural Information Processing Systems 32 (NIPS 2019). Curran Associates Inc, Vol. 32. p. 4050-4060 23 p.

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

  79. Statistical abstraction for multi-scale spatio-temporal systems

    Michaelides, M., Hillston, J. & Sanguinetti, G., 10 Dec 2019, In : ACM Transactions on Modeling and Computer Simulation. 29, 4, p. 22:1-22:29 29 p., 22.

    Research output: Contribution to journalArticle

  80. Big Code != Big Vocabulary: Open-Vocabulary Models for Source Code

    Karampatsis, R-M., Babii, H., Robbes, R., Sutton, C. & Janes, A., 9 Dec 2019, (Accepted/In press) ICSE: International Conference on Software Engineering. 14 p.

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

  81. SenseBack – Implant considerations for an implantable neural stimulation and recording device

    Williams, I., Rapeaux, A., Pearson, J., Nazarpour, K., Brunton, E., Luan, S., Liu, Y. & Constandinou, T. G., 5 Dec 2019, 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS). Institute of Electrical and Electronics Engineers (IEEE), p. 1-4 4 p.

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

  82. Calibrating Recurrent Neural Networks on Smartphone Inertial Sensors for Location Tracking

    Wei, X. & Radu, V., 28 Nov 2019, 2019 International Conference on Indoor Positioning and Indoor Navigation (IPIN). Institute of Electrical and Electronics Engineers (IEEE), p. 1-8 8 p.

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

  83. CamLoc: Pedestrian Location Estimation through Body Pose Estimation on Smart Cameras

    Cosma, A., Radoi, I. E. & Radu, V., 28 Nov 2019, 2019 International Conference on Indoor Positioning and Indoor Navigation (IPIN). Institute of Electrical and Electronics Engineers (IEEE), p. 1-8 8 p.

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

  84. Pathways to cellular supremacy in biocomputing

    Grozinger, L., Amos, M., Gorochowski, T. E., Carbonell, P., Oyarzún, D. A., Stoof, R., Fellermann, H., Zuliani, P., Tas, H. & Goñi-Moreno, A., 20 Nov 2019, In : Nature Communications. 10, 1, 11 p., 5250.

    Research output: Contribution to journalArticle

  85. Wasserstein distances for estimating parameters in stochastic reaction networks

    Öcal, K., Grima, R. & Sanguinetti, G., 15 Nov 2019, Computational Methods in Systems Biology - 17th International Conference, CMSB 2019, Proceedings. Bortolussi, L. & Sanguinetti, G. (eds.). Springer-Verlag, p. 347-351 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11773 LNBI).

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

  86. Poster: Space and Time Optimal DNN Primitive Selection with Integer Linear Programming

    Wen, Y., Anderson, A., Radu, V., O'Boyle, M. & Gregg, D., 7 Nov 2019, 2019 28th International Conference on Parallel Architectures and Compilation Techniques (PACT). Institute of Electrical and Electronics Engineers (IEEE), p. 488-489 2 p.

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

  87. Neural Field Models for Latent State Inference: Application to Large-Scale Neuronal Recordings

    Rule, M. E., Schnoerr, D., Hennig, M. & Sanguinetti, G., 4 Nov 2019, In : PLoS Computational Biology. 15, 11, p. 1-23 23 p.

    Research output: Contribution to journalArticle

  88. Complexity Leadership in Learning Analytics: Drivers, Challenges, and Opportunities

    Tsai, Y-S., Poquet, O., Gašević, D., Dawson, S. & Pardo, A., 21 Oct 2019, In : British Journal of Educational Technology. 50, 6, p. 2839–2854

    Research output: Contribution to journalArticle

  89. Developmental organization of central neurons in the adult Drosophila ventral nervous system

    Shepherd, D., Sahota, V., Court, R., Williams, D. W. & Truman, J. W., 15 Oct 2019, In : Journal of Comparative Neurology. 527, 15, p. 2573-2598 72 p.

    Research output: Contribution to journalArticle

  90. Dissecting the Shared and Context-Dependent Pathways Mediated by the p140Cap Adaptor Protein in Cancer and in Neurons

    Chapelle, J., Sorokina, O., McLean, C., Salemme, V., Alfieri, A., Angelini, C., Morellato, A., Adrait, A., Menna, E., Matteoli, M., Couté, Y., Ala, U., Turco, E., Defilippi, P. & Armstrong, J. D., 15 Oct 2019, In : Frontiers in Cell and Developmental Biology. 7, 19 p., 222.

    Research output: Contribution to journalArticle

  91. Categorical encoding of decision variables in orbitofrontal cortex

    Onken, A., Xie, J., Panzeri, S. & Padoa-Schioppa, C., 14 Oct 2019, In : PLoS Computational Biology. 15, 10, 27 p., e1006667.

    Research output: Contribution to journalArticle

  92. The Student Expectations of Learning Analytics Questionnaire (SELAQ)

    Whitelock-Wainwright, A., Gasevic, D., Tejeiro, R., Tsai, Y-S. & Bennett, K., Oct 2019, In : Journal of Computer Assisted Learning. 35, 5, p. 633-666 34 p.

    Research output: Contribution to journalArticle

  93. Parametric copula models reveal neuronal and behavioral time-dependent relationships in primary visual cortex

    Kudryashova, N., Amvrosiadis, T., Dupuy, N., Rochefort, N. & Onken, A., 19 Sep 2019. 1 p.

    Research output: Contribution to conferencePoster

  94. Effect of User Practice on Prosthetic Finger Control With an Intuitive Myoelectric Decoder

    Krasoulis, A., Vijayakumar, S. & Nazarpour, K., 10 Sep 2019, In : Frontiers in Neuroscience. 13, 16 p., 891.

    Research output: Contribution to journalArticle

  95. Policy Matters: Expert Recommendations for Learning Analytics Policy

    Scheffel, M., Tsai, Y-S., Gasevic, D. & Drachsler, H., 9 Sep 2019, Transforming Learning with Meaningful Technologies. EC-TEL 2019.. Springer, p. 510-524 15 p. (Lecture Notes in Computer Science; vol. 11722).

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

  96. Vision2Sensor: Knowledge Transfer Across Sensing Modalities for Human Activity Recognition

    Radu, V. & Henne, M., 9 Sep 2019, In : PACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 3, 3, p. 84:1-84:21 21 p., 84.

    Research output: Contribution to journalArticle

  97. Temporal modulation of the response of sensory fibers to paired-pulse stimulation

    Brunton, E. K., Silveira, C., Rosenberg, J., Schiefer, M. A., Riddell, J. & Nazarpour, K., 1 Sep 2019, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 27, 9, p. 1676 - 1683 8 p.

    Research output: Contribution to journalArticle

  98. Geometric fluid approximation for general continuous-time Markov chains

    Michaelides, M., Hillston, J. & Sanguinetti, G., Sep 2019, In : Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. 475, 2229, 25 p.

    Research output: Contribution to journalArticle

  99. Resolving outbreak dynamics using approximate Bayesian computation for stochastic birth-death models

    Lintusaari, J., Blomstedt, P., Sivula, T., Gutmann, M., Kaski, S. & Corander, J., 30 Aug 2019, In : Wellcome Open Research . 4, 14, 10 p.

    Research output: Contribution to journalArticle

  100. GEMSEC: Graph Embedding with Self Clustering

    Rózemberczki, B., Davies, R., Sarkar, R. & Sutton, C., 27 Aug 2019, ASONAM '19: Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery (ACM), p. 65-72 8 p.

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

  101. Acquisition of visual priors and induced hallucinations in chronic schizophrenia

    Valton, V., Karvelis, P., Richards, K., Seitz, A. R., Lawrie, S. & Series, P., Aug 2019, In : Brain. 142, 8, p. 2523–2537 35 p., awz171.

    Research output: Contribution to journalArticle

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