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  • 2005

    How fast to work: Response vigor, motivation and tonic dopamine

    Niv, Y., Daw, N. D. & Dayan, P., 2005, Advances in Neural Information Processing Systems 18 - Proceedings of the 2005 Conference. p. 1019-1026 8 p. (Advances in Neural Information Processing Systems).

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

  • Locally adaptive multiscale contrast optimization

    Bonnier, N. & Simoncelli, E. P., 2005, IEEE International Conference on Image Processing 2005, ICIP 2005. p. 949-952 4 p. 1529909. (Proceedings - International Conference on Image Processing, ICIP; vol. 1).

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

  • Machine learning applied to perception: Decision-images for gender classification

    Wichmann, F. A., Graf, A. B. A., Simoncelli, E. P., Bülthoff, H. H. & Schölkopf, B., 2005, Advances in Neural Information Processing Systems 17 - Proceedings of the 2004 Conference, NIPS 2004. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

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

  • Sensory adaptation within a Bayesian framework for perception

    Stocker, A. A. & Simoncelli, E. P., 2005, Advances in Neural Information Processing Systems 18 - Proceedings of the 2005 Conference. p. 1289-1296 8 p. (Advances in Neural Information Processing Systems).

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

  • Similarity and discrimination in classical conditioning: A latent variable account

    Courville, A. C., Daw, N. D. & Touretzky, D. S., 2005, Advances in Neural Information Processing Systems 17 - Proceedings of the 2004 Conference, NIPS 2004. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

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

  • Single and double-opponent neurons in primate visual cortex

    Shapley, R., 2005, AIC colour 05 - 10th congress of the International Colour Association, Granada, Spain. p. 169

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

  • Translation insensitive image similarity in complex wavelet domain

    Wang, Z. & Simoncelli, E. P., 2005, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. p. II573-II576 1415469. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. II).

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

  • 2006

    A machine learning framework for adaptive combination of signal denoising methods

    Hammond, D. K. & Simoncelli, E. P., 2006, 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings. p. VI29-VI32 4379513. (Proceedings - International Conference on Image Processing, ICIP; vol. 6).

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

  • A mixed filter algorithm for state estimation from simultaneously recorded continuous-valued, point process and binary observations

    Coleman, T. P., Yanike, M., Suzuki, W. & Brown, E. N., 2006, Conference Record of the 40th Asilomar Conference on Signals, Systems and Computers, ACSSC '06. p. 1949-1953 5 p. 4176914. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

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

  • Heterogeneous networks of spiking neurons: Self-sustained activity and excitability

    Savin, C., Ignat, I. & Muresan, R. C., 2006, Proceedings of 2nd IEEE Conference on Intelligent Computer Communication and Processing (ICCP). Cluj-Napoca, Romania

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

  • Image denoising with an orientation-adaptive Gaussian scale mixture model

    Hammond, D. K. & Simoncelli, E. P., 2006, 2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings. p. 1433-1436 4 p. 4106809. (Proceedings - International Conference on Image Processing, ICIP).

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

  • Optimal denoising in redundant bases

    Raphan, M. & Simoncelli, E. P., 2006, 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings. p. III113-III116 4379259. (Proceedings - International Conference on Image Processing, ICIP; vol. 3).

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

  • Statistically driven sparse image approximation

    Figueras i Ventura, R. M. & Simoncelli, E. P., 2006, 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings. p. I461-I464 4378991. (Proceedings - International Conference on Image Processing, ICIP; vol. 1).

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

  • 2007

    A hybrid algorithm for medical diagnosis

    Bratu, C. V., Savin, C. & Potolea, R., 2007, EUROCON 2007 - The International Conference on Computer as a Tool. IEEE Computer Society, p. 668-673 6 p. 4400571. (EUROCON 2007 - The International Conference on Computer as a Tool).

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

  • Dynamic models of neural spiking activity

    Czanner, G., Dreyer, A. A., Eden, U. T., Wirth, S., Lim, H. H., Suzuki, W. A. & Brown, E. N., 2007, Proceedings of the 46th IEEE Conference on Decision and Control 2007, CDC. Institute of Electrical and Electronics Engineers Inc., p. 5812-5817 6 p. 4434689. (Proceedings of the IEEE Conference on Decision and Control).

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

  • Learning to be Bayesian without supervision

    Raphan, M. & Simoncelli, E. P., 2007, Advances in Neural Information Processing Systems 19 - Proceedings of the 2006 Conference. p. 1145-1152 8 p. (Advances in Neural Information Processing Systems).

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

  • Making new memories: The role of the hippocampus in new associative learning

    Suzuki, W. A., Feb 2007, Imaging and the Aging Brain. Blackwell Publishing Inc., p. 1-11 11 p. (Annals of the New York Academy of Sciences; vol. 1097).

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

  • ProICET - A cost-sensitive system for the medical domain

    Potolea, R., Vidrighin, C. & Savin, C., 2007, Proceedings - Third International Conference on Natural Computation, ICNC 2007. p. 338-342 5 p. 4304574. (Proceedings - Third International Conference on Natural Computation, ICNC 2007; vol. 2).

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

  • Statistically and perceptually motivated nonlinear image representation

    Lyu, S. & Simoncelli, E. P., 2007, Proceedings of SPIE-IS and T Electronic Imaging - Human Vision and Electronic Imaging XII. 649207. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 6492).

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

  • Statistical modeling of images with fields of Gaussian scale mixtures

    Lyu, S. & Simoncelli, E. P., 2007, Advances in Neural Information Processing Systems 19 - Proceedings of the 2006 Conference. p. 945-952 8 p. (Advances in Neural Information Processing Systems).

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

  • 2008

    Contextually adaptive signal representation using conditional Principal Component Analysis

    I Ventura, R. M. F., Rajashekar, U., Wang, Z. & Simoncelli, E. P., 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP. p. 877-880 4 p. 4517750. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • Image denoising using mixtures of gaussian scale mixtures

    Guerrero-Colón, J. A., Simoncelli, E. P. & Portilla, J., 2008, 2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings. p. 565-568 4 p. 4711817. (Proceedings - International Conference on Image Processing, ICIP).

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

  • Nonlinear image representation using divisive normalization

    Lyu, S. & Simoncelli, E. P., 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587821. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

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

  • 2009

    A Bayesian model of conditioned perception

    Stocker, A. A. & Simoncelli, E. P., 2009, Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. (Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference).

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

  • A robust biologically plausible implementation of ICA-like learning

    Gerhard, F., Savin, C. & Triesch, J., 2009, ESANN 2009 Proceedings, 17th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning. p. 147-152 6 p. (ESANN 2009 Proceedings, 17th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning).

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

  • Comparing Bayesian models for multisensory cue combination without mandatory integration

    Beierholm, U. R., Körding, K. P., Shams, L. & Ma, W. J., 2009, Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. (Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference).

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

  • Hierarchical modeling of local image features through L p-nested symmetric distributions

    Sinz, F., Simoncelli, E. P. & Bethge, M., 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 1696-1704 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

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

  • How vestibular neurons solve the tilt/translation ambiguity: Comparison of brainstem, cerebellum, and thalamus

    Angelaki, D. E. & Yakusheva, T. A., May 2009, Basic and Clinical Aspects of Vertigo and Dizziness. Blackwell Publishing Inc., p. 19-28 10 p. (Annals of the New York Academy of Sciences; vol. 1164).

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

  • Quantifying color image distortions based on adaptive spatio-chromatic signal decompositions

    Rajashekar, U., Wang, Z. & Simoncelli, E. P., 2009, 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings. IEEE Computer Society, p. 2213-2216 4 p. 5413889. (Proceedings - International Conference on Image Processing, ICIP).

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

  • Reducing statistical dependencies in natural signals using radial Gaussianization

    Lyu, S. & Simoncelli, E. P., 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. p. 1009-1016 8 p. (Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference).

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

  • Sound texture synthesis via filter statistics

    McDermott, J. H., Oxenham, A. J. & Simoncelli, E. P., 2009, 2009 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2009. p. 297-300 4 p. 5346467. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

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

  • The pigeon as particle filter

    Daw, N. D. & Courville, A. C., 2009, Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. (Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference).

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

  • 2010

    Implicit encoding of prior probabilities in optimal neural populations

    Ganguli, D. & Simoncelli, E. P., 2010, Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010. (Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010).

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

  • Perceptual quality assessment of color images using adaptive signal representation

    Rajashekar, U., Wang, Z. & Simoncelli, E. P., 2010, Proceedings of SPIE-IS and T Electronic Imaging - Human Vision and Electronic Imaging XV. 75271L. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 7527).

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

  • 2011

    A blind deconvolution method for neural spike identification

    Ekanadham, C., Tranchina, D. & Simoncelli, E. P., 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. (Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011).

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

  • Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons

    Karklin, Y. & Simoncelli, E. P., 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. (Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011).

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

  • Environmental statistics and the trade-off between model-based and TD learning in humans

    Simon, D. A. & Daw, N. D., 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. (Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011).

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

  • Optimizing recording depth to decode movement goals from cortical field potentials

    Markowitz, D. A., Wong, Y. T., Gray, C. M. & Pesaran, B., 2011, 2011 5th International IEEE/EMBS Conference on Neural Engineering, NER 2011. p. 593-596 4 p. 5910618. (2011 5th International IEEE/EMBS Conference on Neural Engineering, NER 2011).

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

  • Sparse decomposition of transformation-invariant signals with continuous basis pursuit

    Ekanadham, C., Tranchina, D. & Simoncelli, E. P., 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 4060-4063 4 p. 5947244. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • The tracking of reaches in three-dimensions

    Wong, Y. T., Hagan, M. A., Markowitz, D. A. & Pesaran, B., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 5440-5443 4 p. 6091388. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

  • Two is better than one: Distinct roles for familiarity and recollection in retrieving palimpsest memories

    Savin, C., Dayan, P. & Lengyel, M., 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. (Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011).

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

  • 2012

    Decoding arm and hand movements across layers of the macaque frontal cortices

    Wong, Y. T., Vigeral, M., Putrino, D., Pfau, D., Merel, J., Paninski, L. & Pesaran, B., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 1757-1760 4 p. 6346289. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

  • Development of a closed-loop feedback system for real-time control of a high-dimensional brain machine interface

    Putrino, D., Wong, Y. T., Vigeral, M. & Pesaran, B., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 4567-4570 4 p. 6346983. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

  • Efficient and direct estimation of a neural subunit model for sensory coding

    Vintch, B., Zaharia, A. D., Movshon, J. A. & Simoncelli, E. P., 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 3104-3112 9 p. (Advances in Neural Information Processing Systems; vol. 4).

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

  • Hierarchical Spike Coding of sound

    Karklin, Y., Ekanadham, C. & Simoncelli, E. P., 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 3032-3040 9 p. (Advances in Neural Information Processing Systems; vol. 4).

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

  • The organization of neuronal discharge on timescales of milliseconds and seconds is related to the spatial response properties of hippocampal neurons

    Kelemen, E. & Fenton, A., 2012, Advances in cognitive neurodynamics (III) proceedings of the third international conference on cognitive neurodynamics - 2011. Sato, N. & Omori, T. (eds.). Heidelberg: Springer Publishing

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

  • 2013

    Utilizing movement synergies to improve decoding performance for a brain machine interface

    Wong, Y. T., Putrino, D., Weiss, A. & Pesaran, B., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. Institute of Electrical and Electronics Engineers Inc., p. 289-292 4 p. 6609494. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

  • 2014

    A framework for testing identifiability of Bayesian models of perception

    Acerbi, L., Ma, W. J. & Vijayakumar, S., 2014, Advances in Neural Information Processing Systems. January ed. Neural information processing systems foundation, Vol. 2. p. 1026-1034 9 p.

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

  • A low-cost, open-source, wireless electrophysiology system

    Ghomashchi, A., Zheng, Z., Majaj, N., Trumpis, M., Kiorpes, L. & Viventi, J., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 3138-3141 4 p. 6944288. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

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

  • Learning sparse filter bank transforms with convolutional ICA

    Ballé, J. & Simoncelli, E. P., Jan 28 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 4013-4017 5 p. 7025815. (2014 IEEE International Conference on Image Processing, ICIP 2014).

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