Research Output 1969 2017

Filter
Conference contribution
2017

15.7 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. Institute of Electrical and Electronics Engineers Inc., Vol. 60, p. 268-269 2 p. 7870364

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

Buccal Administration
Autoradiography
Brain
Graphene
Electrodes

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

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

Gain control
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., Vol. 2016-October, p. 5825-5828 4 p. 7592052

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

Neuropsychiatry
Diffusion Tensor Imaging
Electrophysiology
Macaca
Basal Ganglia

Do people think like computers?

van Opheusden, B., Bnaya, Z., Galbiati, G. & Ma, W. J. 2016 Computers and Games - 9th International Conference, CG 2016, Revised Selected Papers. Springer Verlag, Vol. 10068 LNCS, 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

Model
Game
Combinatorial games
Computer games
Human behavior
2015

Geometrical and statistical properties of vision models obtained via MAximum Differentiation

Malo, J. & Simoncelliy, E. P. 2015 Proceedings of SPIE-IS and T Electronic Imaging - Human Vision and Electronic Imaging XX. SPIE, Vol. 9394, 93940L

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

Model
Anthralin
Linear transformation
Splenectomy
linear transformations

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, Vol. 2015-July, p. 398-401 4 p. 7146643

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

Electrophysiology
Neurons
Brain
Systems analysis
Tissue

The local low-dimensionality of natural images

Henaff, M., Rabinowitz, N., Balle, J. & Simoncelli, E. May 2015 International conference on learning representations, San Diego CA.

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

Design of experiments
Testing

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

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

Electrophysiology
Neurosciences
Noise
Costs and Cost Analysis
Numismatics

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

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

Independent component analysis
Linear transformations
Filter banks
Convolution
Principal component analysis
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. p. 289-292 4 p. 6609494

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

Brain-Computer Interfaces
Decoding
Brain
Principal Component Analysis
Principal component analysis
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

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

Macaca
Frontal Lobe
Equipment and Supplies
Decoding
Hand Joints

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

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

Brain-Computer Interfaces
Computer Systems
Macaca
Prosthetics
Brain

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. Vol. 4, p. 3104-3112 9 p.

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

Neurons

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. Vol. 4, p. 3032-3040 9 p.

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

Acoustics
Frequency modulation
Probability distributions

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

Neurons
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.

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

Deconvolution
Systematic errors
Clustering algorithms
Neurons

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.

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

Neurons
Costs
Independent component analysis
Tile
Numerical methods

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.

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

Statistics
Animals
Decision making
Experiments

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

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

Electrodes
Brain-Computer Interfaces
Microelectrodes
Frontal Lobe
Eye Movements

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

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

Decomposition
Glossaries
Interpolation
Convex optimization
Deconvolution

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

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

Prosthetics
Brain-Computer Interfaces
Brain
Electrophysiology
Equipment and Supplies
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.

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

Tuning
Probability distributions
Neurons

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. Vol. 7527, 75271L

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

Physiological Adaptation
Patch
Basis functions
Brain Death
Color
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.

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

Experiments

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.

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

Brain
Experiments

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.

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

Gain control
Redundancy

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

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

Color
Decomposition
Luminance
Experiments

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.

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

Linear transformations
Independent component analysis
Bandpass filters

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

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

Textures
Statistics
Autocorrelation
Acoustic noise
Fires

The pigeon as particle filter

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

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

Sampling
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

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

Principal component analysis
principal components analysis
learning
methodology

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

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

Image denoising
Covariance matrix
Removal

Nonlinear image representation using divisive normalization

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

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

Students
2007

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. p. 5812-5817 6 p. 4434689

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

Anthralin
Airway Obstruction
Hexosaminidase A
Adamantane
Staphylococcal Pneumonia

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.

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

Error analysis

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

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

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

Hippocampus
Learning
Galaxies
Memory Disorders
Alzheimer Disease

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. Vol. 6492, 649207

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

Linear transformations
Statistics
coefficients
linear transformations
division

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.

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

Image denoising
Parameter estimation
Statistics
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. Vol. 6, 4379513

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

Signal denoising
Image denoising
Learning systems
Interpolation
Availability

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

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

State estimation

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

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

Image denoising

Optimal denoising in redundant bases

Raphan, M. & Simoncelli, E. P. 2006 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings. Vol. 3, 4379259

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

Decomposition
Image denoising

Statistically driven sparse image approximation

Figueras i Ventura, R. M. & Simoncelli, E. P. 2006 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings. Vol. 1, 4378991

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

Glossaries
Computational complexity
2005

An adaptive linear system framework for image distortion analysis

Wang, Z. & Simoncelli, E. P. 2005 IEEE International Conference on Image Processing 2005, ICIP 2005. Vol. 3, p. 1160-1163 4 p. 1530603

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

Wavelet decomposition
Linear systems

Constraining a bayesian model of human visual speed perception

Stocker, A. A. & Simoncelli, E. P. 2005 Advances in Neural Information Processing Systems 17 - Proceedings of the 2004 Conference, NIPS 2004. Neural information processing systems foundation

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

Experiments
Probability distributions

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.

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

Reinforcement learning
Animals
Reinforcement
Productivity
Costs

Locally adaptive multiscale contrast optimization

Bonnier, N. & Simoncelli, E. P. 2005 IEEE International Conference on Image Processing 2005, ICIP 2005. Vol. 1, p. 949-952 4 p. 1529909

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

Visibility
Frequency bands
Masks
Pixels

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

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

Classifiers
Support vector machines
Learning systems
Experiments
Principal component analysis

Reduced-reference image quality assessment using a wavelet-domain natural image statistic model

Wang, Z. & Simoncelli, E. P. 2005 Proceedings of SPIE - The International Society for Optical Engineering. Rogowitz, B. E., Pappas, T. N. & Daly, S. J. (eds.). Vol. 5666, p. 149-159 11 p. 20

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

Image quality
Statistics
Wavelet transforms
Probability distributions
coefficients