Edinburgh Research Explorer

Institute for Adaptive and Neural Computation

Organisational unit: Research Institute

  1. 2018
  2. Estimating Bacterial and Cellular Load in FCFM Imaging

    Seth, S., Akram, A., Dhaliwal, K. & Williams, C. K. I., 5 Jan 2018, In : Journal of Imaging . 4, 1, 17 p.

    Research output: Contribution to journalArticle

  3. Amortized Inference for Latent Feature Models Using Variational Russian Roulette

    Xu, K., Srivastava, A. & Sutton, C., 2018. 11 p.

    Research output: Contribution to conferencePaper

  4. HOUDINI: Lifelong Learning as Program Synthesis

    Valkov, L., Chaudhari, D., Srivastava, A., Sutton, C. & Chaudhuri, S., 2018, Thirty-second Conference on Neural Information Processing Systems (NIPS 2018). Montreal, Canada, p. 1-12 12 p.

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

  5. Host-circuit interactions explain unexpected behavior of a gene circuit

    Boada, Y., Vignoni, A., Oyarzún, D. & Picó, J., 2018, In : IFAC-PapersOnLine. 51, 19, p. 86 - 89 4 p.

    Research output: Contribution to journalArticle

  6. Moonshine: Distilling with Cheap Convolutions

    Crowley, E., Gray, G. & Storkey, A., 2018, Thirty-second Conference on Neural Information Processing Systems (NIPS 2018). Montreal, Canada, 11 p.

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

  7. Probabilistic Model Checking for Continuous-Time Markov Chains via Sequential Bayesian Inference

    Milios, D., Sanguinetti, G. & Schnoerr, D., 2018, 15th International Conference on Quantitative Evaluation of SysTems (QEST 2018). Beijing, China: Springer, Cham, p. 289-305 17 p.

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

  8. Sequential Neural Methods for Likelihood-free Inference

    Durkan, C., Papamakarios, G. & Murray, I., 2018, p. 1-9. 9 p.

    Research output: Contribution to conferencePaper

  9. Summarizing Software API Usage Examples using Clustering Techniques

    Katirtzis, N., Diamantopoulos, T. & Sutton, C., 2018, Proceedings of the 21st International Conference on Fundamental Approaches to Software Engineering. Thessaloniki, Greece: Springer, Cham, Vol. 10802. p. 189-206 17 p.

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

  10. To Stir or Not to Stir: Online Estimation of Liquid Properties for Pouring Actions

    Lopez Guevara, T., Pucci, R., Taylor, N., Gutmann, M., Ramamoorthy, S. & Subr, K., 2018. 5 p.

    Research output: Contribution to conferencePaper

  11. Transcription rate strongly affects splicing fidelity and cotranscriptionality in budding yeast

    Aslanzadeh, V., Huang, Y., Sanguinetti, G. & Beggs, J., 2018, In : Genome Research. 12 p.

    Research output: Contribution to journalArticle

  12. Wrattler: Reproducible, live and polyglot notebooks

    Petricek, T., Geddes, J. & Sutton, C., 2018, 10th USENIX Workshop on Theory and Practice of Provenance (TaPP 2018). London, UK: Usenix, p. 1-4 4 p.

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

  13. 2017
  14. Interpretable Machine Teaching via Feature Feedback

    Su, S., Chen, Y., Mac Aodha, O., Perona, P. & Yue, Y., 9 Dec 2017. 9 p.

    Research output: Contribution to conferencePaper

  15. Masked Autoregressive Flow for Density Estimation

    Papamakarios, G., Pavlakou, T. & Murray, I., 9 Dec 2017, Advances in Neural Information Processing Systems 30. Guyon, I., Luxburg, U. V., Bengio, S., Wallach, H., Fergus, R., Vishwanathan, S. & Garnett, R. (eds.). Long Beach, United States: Curran Associates Inc, p. 2335-2344 10 p.

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

  16. VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning

    Srivastava, A., Valkov, L., Russell, C., Gutmann, M. & Sutton, C., 9 Dec 2017, Advances in Neural Information Processing Systems 30 (NIPS 2017). Long Beach, CA, USA: Curran Associates Inc, p. 3308-3318 18 p.

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

  17. Proteomic analysis of postsynaptic proteins in regions of the human neocortex

    Roy, M., Sorokina, O., Skene, N., Simonnet, C., Mazzola, F., Zwart, R., Sher, E., Smith, C., Armstrong, J. D. & Grant, S., 4 Dec 2017, In : Nature Neuroscience.

    Research output: Contribution to journalArticle

  18. Efficient low-order approximation of first-passage time distributions

    Schnoerr, D., Cseke, B., Grima, R. & Sanguinetti, G., 20 Nov 2017, In : Physical Review Letters. 5 p., 210601 .

    Research output: Contribution to journalArticle

  19. Unsupervised Monocular Depth Estimation with Left-Right Consistency

    Godard, C., Mac Aodha, O. & Brostow, G. J., 9 Nov 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers (IEEE), p. 6602-6611 10 p.

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

  20. Policy learning in Continuous-Time Markov Decision Processes using Gaussian Processes

    Bartocci, E., Bortolussi, L., Brázdil, T., Milios, D. & Sanguinetti, G., 1 Nov 2017, In : Performance Evaluation. 116, p. 84-100 28 p.

    Research output: Contribution to journalArticle

  21. Adaptable Pouring: Teaching Robots Not to Spill using Fast but Approximate Fluid Simulation

    Lopez Guevara, T., Gutmann, M., Ramamoorthy, S., taylor, N. & Subr, K., 31 Oct 2017, The 1st Annual Conference on Robot Learning (CoRL 2017). Zurich, Switzerland, Vol. 78. p. 77-86 10 p.

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

  22. riboviz: analysis and visualization of ribosome profiling datasets

    Carja, O., Xing, T., Wallace, E. W. J., Plotkin, J. B. & Shah, P., 25 Oct 2017, In : BMC Bioinformatics. 18, 461

    Research output: Contribution to journalArticle

  23. Fundamental Design Principles for Transcription-Factor-Based Metabolite Biosensors

    Mannan, A. A., Liu, D., Zhang, F. & Oyarzún, D. A., 20 Oct 2017, In : ACS Synthetic Biology. 6, 10, p. 1851-1859 9 p.

    Research output: Contribution to journalArticle

  24. Arc requires PSD95 for assembly into postsynaptic complexes involved with brain disease and intelligence

    Fernandez, E., Collins, M. O., Frank, R. A. W., Zhu, F., Kopanitsa, M. V., Nithianantharajah, J., Lempriere, S., Fricker, D. G., Elsegood, K. A., McLaughlin, C., Croning, M. D. R., McLean, C., Armstrong, J. D., Hill, W. D., Deary, I., Cencelli, G., Bagni, C., Fromer, M., Purcell, S. M., Pocklington, A. J. & 3 others, Choudhary, J. S., Komiyama, N. & Grant, S., 17 Oct 2017, In : Cell Reports. 21, 3, p. 679-691

    Research output: Contribution to journalArticle

  25. Frequency-dependent selection in vaccine-associated pneumococcal population dynamics

    Corander, J., Fraser, C., Gutmann, M. U., Arnold, B., Hanage, W. P., Bentley, S. D., Lipsitch, M. & Croucher, N. J., 16 Oct 2017, In : Nature Ecology & Evolution. 2017, 11 p.

    Research output: Contribution to journalArticle

  26. Individualized prediction of psychosis in subjects with an at-risk mental state

    Zarogianni, E., Storkey, A. J., Borgwardt, S., Smieskova, R., Studerus, E., Riecher-Rössler, A. & Lawrie, S. M., 19 Sep 2017, In : Schizophrenia Research.

    Research output: Contribution to journalArticle

  27. Effects of ambient luminance on retinal information coding

    Alizadeh, A., Onken, A., Mutter, M., Münch, T. & Panzeri, S., 14 Sep 2017. 2 p.

    Research output: Contribution to conferenceAbstract

  28. How do meters mediate? Energy meters, boundary objects and household transitions in Australia and the United Kingdom

    Lovell, H., Pullinger, M. & Webb, J., 7 Sep 2017, In : Energy Research & Social Science. 34, p. 252-259 7 p.

    Research output: Contribution to journalArticle

  29. Automated recording of home cage activity and temperature of individual rats housed in social groups: The Rodent Big Brother project

    Redfern, W. S., Tse, K., Grant, C., Keerie, A., Simpson, D. J., Pedersen, J. C., Rimmer, V., Leslie, L., Klein, S. K., Karp, N. A., Sillito, R., Chartsias, A., Lukins, T., Heward, J., Vickers, C., Chapman, K., Armstrong, J. D. & Homberg, J. (ed.), 6 Sep 2017, In : PLoS ONE. 12, 9, p. 1-26 26 p., e0181068.

    Research output: Contribution to journalArticle

  30. Continuously tempered Hamiltonian Monte Carlo

    Graham, M. & Storkey, A., 15 Aug 2017, The Conference on Uncertainty in Artificial Intelligence (UAI 2017). Sydney, Australia, 10 p.

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

  31. Learning Continuous Semantic Representations of Symbolic Expressions

    Allamanis, M., Chanthirasegaran, P., Kohli, P. & Sutton, C., 11 Aug 2017, The 34th International Conference on Machine Learning (ICML 2017). Sydney, Australia: PMLR, Vol. 70. p. 80-88 9 p.

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

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

    Michaelides, M., Hillston, J. & Sanguinetti, G., 11 Aug 2017, International Conference on Quantitative Evaluation of Systems QEST 2017: Quantitative Evaluation of Systems . Springer, Cham, p. 243-258 16 p. (Lecture Notes in Computer Science; vol. 10503).

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

  33. Simultaneous Estimation of Nongaussian Components and their Correlation Structure

    Sasaki, H., Gutmann, M., Shouno, H. & Hyvärinen, A., 4 Aug 2017, In : Neural Computation. 54 p.

    Research output: Contribution to journalArticle

  34. A determinant-free method to simulate the parameters of large Gaussian fields

    Ellam, L., Strathmann, H., Girolami, M. & Murray, I., Aug 2017, In : Stat. 6, 1, p. 271-281 11 p.

    Research output: Contribution to journalArticle

  35. The shape variational autoencoder: A deep generative model of part-segmented 3D objects

    Nash, C. & Williams, C. K. I., Aug 2017, Symposium on Geometry Processing (SGP 2017). 11 p.

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

  36. Enhance: The Assembly Rooms Energy Living Lab

    Carter, C., Morgan, E., Webb, L., Goddard, N. & Webb, J., 31 Jul 2017, PLEA 2017 Conference Proceedings. Roaf, S. (ed.). Edinburgh: PLEA (Passive and Low Energy Architecture), Vol. 1. p. 669-676

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

  37. Differential vergence movements in reading Chinese and English: Greater fixation-initial binocular disparity is advantageous in reading the denser orthography

    Hsiao, Y., Shillcock, R., Obregón, M., Kreiner, H., Roberts, M. A. J. & McDonald, S., 11 Jul 2017, In : Quarterly Journal of Experimental Psychology. p. 1-33 33 p.

    Research output: Contribution to journalArticle

  38. Unbiased Bayesian Inference for Population Markov Jump Processes via Random Truncations

    Georgoulas, A., Hillston, J. & Sanguinetti, G., 1 Jul 2017, In : Statistics and Computing. 27, 4, p. 991–1002 12 p.

    Research output: Contribution to journalArticle

  39. Synaptic interactome mining reveals p140Cap as a new hub for PSD proteins involved in psychiatric and neurological disorders

    Alfieri, A., Sorokina, O., Adrait, A., Angelini, C., Russo, I., Morellato, A., Matteoli, M., Menna, E., Erba, E. B., McLean, C., Armstrong, J. D., Ala, U., Buxbaum, J. D., Brusco, A., Couté, Y., De Rubeis, S., Turco, E. & Defilippi, P., 30 Jun 2017, In : Frontiers in Molecular Neuroscience. p. 1-15 15 p., 212.

    Research output: Contribution to journalArticle

  40. BRIE: transcriptome-wide splicing quantication in single cells

    Huang, Y. & Sanguinetti, G., 27 Jun 2017, In : Genome Biology. 18, 123, p. 1-11 11 p.

    Research output: Contribution to journalArticle

  41. Estimating Bacterial Load in FCFM Imaging

    Seth, S., Akram, A., Dhaliwal, K. & Williams, C. K. I., 22 Jun 2017, Medical Image Understanding and Analysis. MIUA 2017.. Springer, Cham, p. 909-921 12 p. (Communications in Computer and Information Science; vol. 723).

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

  42. Bayesian inference of physiologically meaningful parameters from body sway measurements

    Tietäväinen, A., Gutmann, M. U., Keski-Vakkuri, E., Corander, J. & Hæggström, E., 19 Jun 2017, In : Scientific Reports. 7, 1, p. 1-14 14 p., 3771.

    Research output: Contribution to journalArticle

  43. Co-Designing Innovations for Energy Saving in Large Organisations

    Morgan, E., Webb, L., Goddard, N., Carter, C. & Webb, J., 14 Jun 2017, DIS '17 Companion Proceedings of the 2017 ACM Conference Companion Publication on Designing Interactive Systems. ACM, p. 50-54 5 p.

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

  44. Extraction of synaptic input properties in vivo

    Puggioni, P., Jelitai, M., Duguid, I. & Van Rossum, M., 31 May 2017, In : Neural Computation. 26 p.

    Research output: Contribution to journalArticle

  45. State-Dependent Decoding Algorithms Improve the Performance of a Bidirectional BMI in Anesthetized Rats

    De Feo, V., Boi, F., Safaai, H., Onken, A., Panzeri, S. & Vato, A., 31 May 2017, In : Frontiers in Neuroscience. 11, p. 1-15 15 p., 269.

    Research output: Contribution to journalArticle

  46. BONSEYES: Platform for Open Development of Systems of Artificial Intelligence: Invited Paper

    Llewellynn, T., Fernández-Carrobles, M. M., Deniz, O., Fricker, S., Storkey, A., Pazos, N., Velikic, G., Leufgen, K., Dahyot, R., Koller, S., Goumas, G., Leitner, P., Dasika, G., Wang, L. & Tutschku, K., 15 May 2017, Proceedings of the Computing Frontiers Conference. New York, NY, USA: ACM, p. 299-304 6 p. (CF'17).

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

  47. MeCP2 recognizes cytosine methylated tri-nucleotide and di-nucleotide sequences to tune transcription in the mammalian brain

    Lagger, S., Connelly, J. C., Schweikert, G., Webb, S., Selfridge, J., Ramsahoye, B. H., Yu, M., He, C., Sanguinetti, G., Sowers, L. C., Walkinshaw, M. D., Bird, A. & Greally, J. M. (ed.), 12 May 2017, In : PLoS Genetics. 13, 5, p. 26 1 p., e1006793.

    Research output: Contribution to journalArticle

  48. Neurons and neuronal activity control gene expression in astrocytes to regulate their development and metabolism

    Hasel, P., Dando, O., Jiwaji, Z., Baxter, P., Todd, A. C., Heron, S., Márkus, N. M., Mcqueen, J., Hampton, D. W., Torvell, M., Tiwari, S. S., Mckay, S., Eraso-pichot, A., Zorzano, A., Masgrau, R., Galea, E., Chandran, S., Wyllie, D. J. A., Simpson, T. I. & Hardingham, G. E., 2 May 2017, In : Nature Communications. 8, p. 1-17 17 p., 15132.

    Research output: Contribution to journalArticle

  49. Assessing mouse behaviour throughout the light/dark cycle using automated in-cage analysis tools

    Bains, R. S., Sillito, R. R., Armstrong, J. D., Cater, H. L., Banks, G. & Nolan, P. M., 26 Apr 2017, In : Journal of Neuroscience Methods. 32 p.

    Research output: Contribution to journalArticle

  50. Autoencoding Variational Inference for Topic Models

    Srivastava, A. & Sutton, C., 26 Apr 2017, Proceedings for the 5th International Conference on Learning Representations. 12 p.

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

  51. Multiplicative LSTM for sequence modelling

    Krause, B., Murray, I., Renals, S. & LU, L., 26 Apr 2017, International Conference on Learning Representations - ICLR 2017 - Workshop Track. p. 2872-2880 9 p.

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

  52. Towards a Neural Statistician

    Edwards, H. & Storkey, A., 26 Apr 2017, 5th International Conference on Learning Representations (ICLR 2017). 13 p.

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

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