Research Output 1969 2018

Filter
Conference contribution
2018

Towards automated recognition of facial expressions in animal models

Blumrosen, G., Hawellek, D. & Pesaran, B. Jan 19 2018 Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 2810-2819 10 p.

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

Animals
Video recording
Image registration
Physiology
Glossaries
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

Graphite
Sensor arrays
Graphene
Dopamine
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: Chapter in Book/Report/Conference proceedingConference contribution

Gain control

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

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

Brain-Computer Interfaces
Decoding
Brain
Degradation
Hand Strength
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

Computer games
Artificial intelligence
Computer program listings
Combinatorial Games
Game
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

Statistical property
linear transformations
Linear transformations
Linear transformation
Model

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

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: Chapter in Book/Report/Conference proceedingConference contribution

Brain-Computer Interfaces
Decoding
Brain
Hand
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
Decoding
Arm
Hand

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
Real time control
Macaca
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: Chapter in Book/Report/Conference proceedingConference 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: Chapter in Book/Report/Conference proceedingConference 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: 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.

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

Deconvolution
Systematic errors
Electric potential
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
Independent component analysis
Tile
Costs
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

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: Chapter in Book/Report/Conference proceedingConference contribution

Brain-Computer Interfaces
Prosthetics
Joints
Electrophysiology
Brain

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.

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

Data storage equipment
Computer systems
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

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: Chapter in Book/Report/Conference proceedingConference contribution

Experiments

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.

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

Independent component analysis
Neurons
Neural networks

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

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

Angelaki, D. E. & Yakusheva, T. A. Jan 1 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

Uvula
Thalamus
Cerebellum
Brain Stem
Ventral Thalamic Nuclei

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

Students
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. p. 668-673 6 p. 4400571

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

Decision trees
Learning systems
Costs

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

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: 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
Memory Disorders
Learning
Data storage equipment
Alzheimer Disease

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. Vol. 2, p. 338-342 5 p. 4304574

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

Costs
Cost Minimization
Misclassification
Expertise
Comparative Analysis

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
linear transformations
coefficients
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
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: Chapter in Book/Report/Conference proceedingConference contribution

State estimation

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

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

Image denoising
Statistical Models