Edinburgh Research Explorer

Institute for Adaptive and Neural Computation

Organisational unit: Research Institute

  1. Conference contribution › Research
  2. Bayesian Learning in Undirected Graphical Models: Approximate MCMC algorithms

    Murray, I. & Ghahramani, Z., 2004, Proceedings of the 20th Annual Conference on Uncertainty in Artificial Intelligence (UAI-04). Arlington, Virginia: AUAI Press, p. 392-399 8 p.

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

  3. Bayesian Modeling of Dependency Trees Using Hierarchical Pitman-Yor Priors

    Wallach, H., Sutton, C. & McCallum, A., 2008, ICML Workshop on Prior Knowledge for Text and Language. p. 15-20 6 p.

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

  4. Becoming the expert - interactive multi-class machine teaching

    Johns, E., Mac Aodha, O. & Brostow, G. J., 15 Oct 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers (IEEE), p. 2616-2624 9 p.

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

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

    Karampatsis, R-M., Babii, H., Robbes, R., Sutton, C. & Janes, A., 27 Jun 2020, ICSE '20: Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering. Association for Computing Machinery (ACM), p. 1073-1085 13 p.

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

  6. Biologically-inspired object recognition system for recognizing natural scene categories

    Alameer, A., Degenaar, P. & Nazarpour, K., 9 Jan 2017, 2016 International Conference for Students on Applied Engineering (ICSAE). Institute of Electrical and Electronics Engineers (IEEE), p. 129-132 4 p.

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

  7. Blending LSTMs into CNNs

    Geras, K. J., Mohamed, A., Caruana, R., Urban, G., Wang, S., Aslan, Ö., Philipose, M., Richardson, M. & Sutton, C., 4 Feb 2016, (Accepted/In press) International Conference on Learning Representations (ICLR Workshop). 13 p.

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

  8. Blind source extraction of heart sound signals from lung sound recordings exploiting periodicity of the heart sound

    Tsalaile, T., Naqvi, S. M., Nazarpour, K., Sanei, S. & Chambers, J. A., 12 May 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing. Institute of Electrical and Electronics Engineers (IEEE), p. 461-464 4 p.

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

  9. 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

  10. Bregman divergence as general framework to estimate unnormalized statistical models

    Gutmann, M. & Hirayama, J., 2011, Proceedings of Conference on Uncertainty in Artificial Intelligence (UAI 2011). 8 p.

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

  11. CMOS Magnetic Sensors for Wearable Magnetomyography

    Heidari, H., Zuo, S., Krasoulis, A. & Nazarpour, K., 29 Oct 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Institute of Electrical and Electronics Engineers (IEEE), p. 2116-2119 4 p.

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

  12. 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

  13. 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

  14. Capturing Data Uncertainty in High-Volume Stream Processing

    Diao, Y., Li, B., Liu, A., Peng, L., Sutton, C. A., Tran, T. T. L. & Zink, M., 2009, 4th Biennial Conference on Innovative Data Systems Research (CIDR). 11 p.

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

  15. Censoring Representations with an Adversary

    Edwards, H. & Storkey, A., 4 May 2016, International Conference in Learning Representations (ICLR2016). p. 1-14 14 p.

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

  16. Changing dynamics of spontaneous waves during retinal development: A novel panretinal perspective achieved with the Active Pixel Sensor (APS) 4,096 electrodes array

    Sernagor, E., Maccione, A., Hennig, M., Gandolfo, M., Eglen, S. & Berdondini, L., 2010, Proc. Society for Neuroscience Annual Meeting (SFN'10).

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

  17. Changing dynamics of spontaneous waves during retinal development: a novel panretinal perspective achieved with the Active Pixel Sensor (APS) 4,096 electrodes array

    Sernagor, E., Maccione, A., Hennig, M., Gandolfo, M., Eglen, S. & Berdondini, L., 2010, 7th Int. Meeting on Substrate-Integrated Microelectrodes. BIOPRO Baden-Württemberg GmbH, p. 100-103 4 p.

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

  18. Characterising Across-Stack Optimisations for Deep Convolutional Neural Networks

    Turner, J., Cano Reyes, J., Radu, V., Crowley, E., O'Boyle, M. & Storkey, A., 13 Dec 2018, Proceedings of the - Workload Characterization (IISWC), 2018 IEEE International Symposium on. Raleigh, North Carolina, USA: Institute of Electrical and Electronics Engineers (IEEE), p. 101-110 10 p.

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

  19. Characterizing response behavior in multisensory perception with conflicting cues

    Natarajan, R., Murray, I., Shams, L. & Zemel, R., 2009, Advances in Neural Information Processing Systems 21. Koller, D., Schuurmans, D., Bengio, Y. & Bottou, L. (eds.). p. 1153-1160 8 p.

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

  20. Classification of Elbow Electormyography Signals based on Directed Transfer Functions

    Latif, R., Sanei, S. & Nazarpour, K., 24 Jun 2008, 2008 International Conference on BioMedical Engineering and Informatics. Institute of Electrical and Electronics Engineers (IEEE), p. 371-374 4 p.

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

  21. Cleaning astronomical databases using hough transforms and renewal strings

    Williams, CKI., Storkey, AJ., Hambly, NC. & Mann, RG., 2004, Advances in Scattering and Biomedical Engineering: Proceedings of the Sixth International Workshop. Fotiadis, DI. & Massalas, CV. (eds.). World Scientific, p. 439-452 14 p.

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

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