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: ResearchConference contribution

Graphite
Sensor arrays
Dopamine
Graphene
Brain

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: ResearchConference 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: ResearchConference 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: ResearchConference contribution

Human
Model
Game
Computer games
Artificial intelligence
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: ResearchConference contribution

Statistical property
Model
Vision
Linear transformation
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: ResearchConference contribution

Electrophysiology
Primates
Neurons
Brain
Systems analysis

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: ResearchConference 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: ResearchConference contribution

Testing
Design of experiments

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: ResearchConference contribution

Electrophysiology
Neurosciences
Noise
Costs and Cost Analysis
Costs

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: ResearchConference contribution

Filter banks
Independent component analysis
Linear transformations
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: ResearchConference contribution

Brain-Computer Interfaces
Hand
Decoding
Brain
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: ResearchConference contribution

Macaca
Frontal Lobe
Arm
Hand
Equipment and Supplies

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: ResearchConference contribution

Brain-Computer Interfaces
Computer Systems
Macaca
Real time control
Prosthetics

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: ResearchConference contribution

Neurons
Primates

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: ResearchConference contribution

Acoustics
Acoustic waves
Frequency modulation
Probability distributions
Processing

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: ResearchConference 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.

Research output: ResearchConference contribution

Deconvolution
Electric potential
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: ResearchConference 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: ResearchConference 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: ResearchConference 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: ResearchConference contribution

Glossaries
Interpolation
Decomposition
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: ResearchConference contribution

Brain-Computer Interfaces
Joints
Prosthetics
Brain
Electrophysiology
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: ResearchConference 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: ResearchConference contribution

Quality Assessment
Color Image
Color
color
Patch
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: ResearchConference 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: ResearchConference 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: ResearchConference 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: ResearchConference 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: ResearchConference contribution

Linear transformations
Independent component analysis
Bandpass filters
Acoustic waves

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: ResearchConference contribution

Textures
Statistics
Acoustic waves
Autocorrelation
Acoustic noise

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: ResearchConference contribution

Sampling
Uncertainty
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: ResearchConference contribution

principal components analysis
Principal component 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: ResearchConference contribution

Image denoising
Covariance matrix

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: ResearchConference 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: ResearchConference contribution

Dynamic models
Maximum likelihood
Rats
Acoustic waves

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: ResearchConference 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: ResearchConference contribution

Hippocampus
Learning
Data storage equipment
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: ResearchConference contribution

coefficients
Linear transformations
Statistics
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: ResearchConference 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: ResearchConference contribution

Signal denoising
Learning systems
Image denoising
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: ResearchConference 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

Research output: ResearchConference contribution

Image denoising
Statistical Models

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: ResearchConference 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: ResearchConference 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: ResearchConference contribution

Linear systems
Wavelet decomposition

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: ResearchConference contribution

Experiments
Probability distributions
Statistical Models

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: ResearchConference contribution

Reinforcement learning
Animals
Dopamine
Reinforcement
Productivity

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: ResearchConference 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: ResearchConference contribution

Learning systems
Classifiers
Support vector machines
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: ResearchConference contribution

Image quality
Statistics
statistics
Wavelet transforms
Probability distributions