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Conference contribution
2019

Blind Image Quality Assessment by Learning from Multiple Annotators

Ma, K., Liu, X., Fang, Y. & Simoncelli, E. P., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 2344-2348 5 p. 8803390. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

2018

A dataset and architecture for visual reasoning with a working memory

Yang, G. R., Ganichev, I., Wang, X. J., Shlens, J. & Sussillo, D., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 729-745 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11214 LNCS).

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

A Modular Implant System for Multimodal Recording and Manipulation of the Primate Brain

Kleinbart, J. E., Orsborn, A. L., Choi, J. S., Wang, C., Qiao, S., Viventi, J. & Pesaran, B., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3362-3365 4 p. 8512993. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

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

Classification of Local Field Potentials using Gaussian Sequence Model

Banerjee, T., Choi, J., Pesaran, B., Ba, D. & Tarokh, V., Aug 29 2018, 2018 IEEE Statistical Signal Processing Workshop, SSP 2018. Institute of Electrical and Electronics Engineers Inc., p. 218-222 5 p. 8450778. (2018 IEEE Statistical Signal Processing Workshop, SSP 2018).

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

Identifying multiscale hidden states to decode behavior

Abbaspourazad, H., Wong, Y., Pesaran, B. & Shanechi, M. M., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3778-3781 4 p. 8513242. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

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

Monkey-MIMMS: Towards Automated Cellular Resolution Large- Scale Two-Photon Microscopy in the Awake Macaque Monkey

Choi, J., Goncharov, V., Kleinbart, J., Orsborn, A. & Pesaran, B., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3013-3016 4 p. 8512994. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

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

Wavelet Shrinkage and Thresholding Based Robust Classification for Brain-Computer Interface

Banerjee, T., Choi, J., Pesaran, B., Ba, D. & Tarokh, V., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 836-840 5 p. 8462321. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

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

2017

End-to-end optimization of nonlinear transform codes for perceptual quality

Ballé, J., Laparra, V. & Simoncelli, E. P., Apr 19 2017, 2016 Picture Coding Symposium, PCS 2016. Institute of Electrical and Electronics Engineers Inc., 7906310. (2016 Picture Coding Symposium, PCS 2016).

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

Heterogeneous integrated CMOS-graphene sensor array for dopamine detection

Nasri, B., Wu, T., Alharbi, A., Gupta, M., Ranjitkumar, R., Sebastian, S., Wang, Y., Kiani, R. & Shahrjerdi, D., Mar 2 2017, 2017 IEEE International Solid-State Circuits Conference, ISSCC 2017. Fujino, L. C. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 268-269 2 p. 7870364. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 60).

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

Multiscale decoding for reliable brain-machine interface performance over time

Hsieh, H. L., Wong, Y. T., Pesaran, B. & Shanechi, M. M., Sep 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 197-200 4 p. 8036796. (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

Towards automated recognition of facial expressions in animal models

Blumrosen, G., Hawellek, D. & Pesaran, B., Jul 1 2017, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., p. 2810-2819 10 p. (Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017; vol. 2018-January).

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

2016

Development of semi-chronic microdrive system for large-scale circuit mapping in macaque mesolimbic and basal ganglia systems

Qiao, S., Brown, K. A., Orsborn, A. L., Ferrentino, B. & Pesaran, B., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 5825-5828 4 p. 7592052. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

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

Do people think like computers?

van Opheusden, B., Bnaya, Z., Galbiati, G. & Ma, W. J., Jan 1 2016, Computers and Games - 9th International Conference, CG 2016, Revised Selected Papers. Plaat, A., Kosters, W. & van den Herik, J. (eds.). Springer Verlag, p. 212-224 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10068 LNCS).

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

Perceptual image quality assessment using a normalized Laplacian pyramid

Laparra, V., Balle, J., Berardino, A. & Simoncelii, E. P., Jan 1 2016, Human Vision and Electronic Imaging 2016, HVEI 2016. Pappas, T. N., de Ridder, H. & Rogowitz, B. E. (eds.). Society for Imaging Science and Technology, p. 43-48 6 p. (Human Vision and Electronic Imaging 2016, HVEI 2016).

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

2015

Geometrical and statistical properties of vision models obtained via MAximum Differentiation

Malo, J. & Simoncelliy, E. P., Jan 1 2015, Proceedings of SPIE-IS and T Electronic Imaging - Human Vision and Electronic Imaging XX. Rogowitz, B. E., Pappas, T. N. & de Ridder, H. (eds.). SPIE, 93940L. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9394).

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

Semi-chronic chamber system for simultaneous subdural electrocorticography, local field potentials, and spike recordings

Orsborn, A. L., Wang, C., Chiang, K., Maharbiz, M. M., Viventi, J. & Pesaran, B., Jul 1 2015, 2015 7th International IEEE/EMBS Conference on Neural Engineering, NER 2015. IEEE Computer Society, p. 398-401 4 p. 7146643. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2015-July).

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

2013

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

Wong, Y. T., Putrino, D., Weiss, A. & Pesaran, B., Jan 1 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

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., Dec 14 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., Dec 14 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., Dec 1 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., Dec 1 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

2011

A blind deconvolution method for neural spike identification

Ekanadham, C., Tranchina, D. & Simoncelli, E. P., Dec 1 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., Dec 1 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., Dec 1 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., Jul 20 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., Aug 18 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., Dec 26 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., Dec 1 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

2010

Implicit encoding of prior probabilities in optimal neural populations

Ganguli, D. & Simoncelli, E. P., Dec 1 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., Mar 22 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

2009

A Bayesian model of conditioned perception

Stocker, A. A. & Simoncelli, E. P., Dec 1 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., Dec 1 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., Dec 1 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., Dec 1 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., Jan 1 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., Dec 1 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., Dec 1 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., Dec 1 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

2008

Contextually adaptive signal representation using conditional Principal Component Analysis

I Ventura, R. M. F., Rajashekar, U., Wang, Z. & Simoncelli, E. P., Sep 16 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., Dec 1 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., Sep 26 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

2007

A hybrid algorithm for medical diagnosis

Bratu, C. V., Savin, C. & Potolea, R., Jan 1 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., Dec 1 2007, Proceedings of the 46th IEEE Conference on Decision and Control 2007, CDC. 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., Dec 1 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