Research Output 1967 2019

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Conference article
2017
5 Citations (Scopus)

Mind mapping: Using everyday language to explore social & psychological processes

Pennebaker, J., Jan 1 2017, In : Procedia Computer Science. 118, p. 100-107 8 p.

Research output: Contribution to journalConference article

Computer science
Communication
2016
3 Citations (Scopus)

Generalized correspondence-LDA models (GC-LDA) for identifying functional regions in the brain

Rubin, T. N., Koyejo, O., Jones, M. N. & Yarkoni, T., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1126-1134 9 p.

Research output: Contribution to journalConference article

Brain
Neuroimaging
Probability distributions
Linguistics
2015
5 Citations (Scopus)

Sparse submodular probabilistic PCA

Khanna, R., Ghosh, J., Poldrack, R. A. & Koyejo, O. O., Jan 1 2015, In : Journal of Machine Learning Research. 38, p. 453-461 9 p.

Research output: Contribution to journalConference article

Parameter estimation
Principal component analysis
Decomposition
Recovery
Functional Magnetic Resonance Imaging
2014
7 Citations (Scopus)

Inferring sparse representations of continuous signals with continuous orthogonal matching pursuit

Knudson, K. C., Yates, J. L., Huk, A. C. & Pillow, J. W., Jan 1 2014, In : Advances in Neural Information Processing Systems. 2, January, p. 1215-1223 9 p.

Research output: Contribution to journalConference article

Convex optimization
Refining
20 Citations (Scopus)

Low-dimensional models of neural population activity in sensory cortical circuits

Archer, E., Köster, U., Pillow, J. W. & Macke, J. H., Jan 1 2014, In : Advances in Neural Information Processing Systems. 1, January, p. 343-351 9 p.

Research output: Contribution to journalConference article

Networks (circuits)
Neurons
Tuning
7 Citations (Scopus)

On prior distributions and approximate inference for structured variables

Koyejo, O. O., Khanna, R., Ghosh, J. & Poldrack, R. A., Jan 1 2014, In : Advances in Neural Information Processing Systems. 1, January, p. 676-684 9 p.

Research output: Contribution to journalConference article

Functional neuroimaging
Neuroimaging
Recovery
1 Citation (Scopus)

Optimal prior-dependent neural population codes under shared input noise

Grabska-Barwińska, A. & Pillow, J. W., Jan 1 2014, In : Advances in Neural Information Processing Systems. 3, January, p. 1880-1888 9 p.

Research output: Contribution to journalConference article

Neurons
Brain
Tuning
Tile
Covariance matrix
26 Citations (Scopus)

Optimal teaching for limited-capacity human learners

Patil, K. R., Zhu, X., Kopeć, Ł. & Love, B. C., Jan 1 2014, In : Advances in Neural Information Processing Systems. 3, January, p. 2465-2473 9 p.

Research output: Contribution to journalConference article

Teaching
Learning systems
Computer aided instruction
Data storage equipment
6 Citations (Scopus)

Sparse Bayesian structure learning with dependent relevance determination prior

Wu, A., Park, M., Koyejo, O. O. & Pillow, J. W., Jan 1 2014, In : Advances in Neural Information Processing Systems. 2, January, p. 1628-1636 9 p.

Research output: Contribution to journalConference article

Linear regression
Tensors
Brain
Imaging techniques
2013
6 Citations (Scopus)

Bayesian entropy estimation for binary spike train data using parametric prior knowledge

Archer, E., Park, I. M. & Pillow, J. W., Jan 1 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

Entropy
Information theory
Neurons
Statistics
9 Citations (Scopus)

Bayesian inference for low rank spatiotemporal neural receptive fields

Park, M. & Pillow, J. W., Jan 1 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

Neurons
Flickering
Computational efficiency
Sampling
Experiments
71 Citations (Scopus)

BIG & QUIC: Sparse inverse covariance estimation for a million variables

Hsieh, C. J., Sustik, M. A., Dhillon, I. S., Ravikumar, P. & Poldrack, R. A., Jan 1 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

Maximum likelihood
Covariance matrix
Innovation
Data storage equipment
1 Citation (Scopus)

Effect of musical training on static and dynamic measures of spectral-pattern discrimination

Sheft, S., Smayda, K., Shafiro, V., Maddox, W. T. & Chandrasekaran, B., Jun 19 2013, In : Proceedings of Meetings on Acoustics. 19, 050025.

Research output: Contribution to journalConference article

discrimination
education
ripples
psychoacoustics
octaves
1 Citation (Scopus)

Individual variability in phonetic convergence of vowels and rhythm

Rao, G., Smiljanic, R. & Diehl, R. L., Jun 19 2013, In : Proceedings of Meetings on Acoustics. 19, 060084.

Research output: Contribution to journalConference article

rhythm
phonetics
vowels
centroids
syllables
26 Citations (Scopus)

Spectral methods for neural characterization using generalized quadratic models

Park, I. M., Archer, E., Priebe, N. J. & Pillow, J. W., Jan 1 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

Maximum likelihood
Neurons
Decomposition
Membranes
Costs
1 Citation (Scopus)

Spike train entropy-rate estimation using hierarchical Dirichlet process priors

Knudson, K. & Pillow, J. W., Jan 1 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

Entropy
Markov processes
Random processes
Neurons
3 Citations (Scopus)

Universal models for binary spike patterns using centered Dirichlet processes

Park, I. M., Archer, E., Latimer, K. & Pillow, J. W., Jan 1 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

Logistics
Neurons
Ising model
Entropy
Statistical Models
2009
3 Citations (Scopus)

Luminance, disparity and range statistics in 3D natural scenes

Liu, Y., Cormack, L. K. & Bovik, A. C., Apr 7 2009, In : Proceedings of SPIE - The International Society for Optical Engineering. 7240, 72401G.

Research output: Contribution to journalConference article

Luminance
luminance
Statistics
statistics
space perception
2005
3 Citations (Scopus)

A study of human recognition rates for foveola-sized image patches selected from initial and final fixations on calibrated natural images

Van Der Linde, I., Rajashekar, U., Cormack, L. K. & Bovik, A. C., Jul 20 2005, In : Proceedings of SPIE - The International Society for Optical Engineering. 5666, p. 27-38 12 p., 05.

Research output: Contribution to journalConference article

Eye movements
Fixation
Patch
patch tests
eye movements
2004
30 Citations (Scopus)

Point of gaze analysis reveals visual search strategies

Rajashekar, U., Cormack, L. K. & Bovik, A. C., Dec 1 2004, In : Proceedings of SPIE - The International Society for Optical Engineering. 5292, p. 296-306 11 p.

Research output: Contribution to journalConference article

Visual Search
Fixation
Search Strategy
image classification
Image classification
2003
10 Citations (Scopus)

Blind quality assessment of JPEG2000 compressed images using natural scene statistics

Sheikh, H. R., Bovik, A. C. & Cormack, L., Dec 1 2003, In : Conference Record of the Asilomar Conference on Signals, Systems and Computers. 2, p. 1403-1407 5 p.

Research output: Contribution to journalConference article

Image quality
Statistics
Restoration
Image processing
1 Citation (Scopus)

Teaching statistical analysis of fMRI data

Lai, I., Gollub, R., Hoge, R., Greve, D., Vangel, M., Poldrack, R. A. & Greenberg, J. E., Dec 1 2003, In : ASEE Annual Conference Proceedings. p. 6019-6029 11 p.

Research output: Contribution to journalConference article

Statistical methods
Teaching
Students
Magnetic Resonance Imaging
Biomedical engineering
2002
7 Citations (Scopus)

Avoiding initialization misses to the heap

Lewis-Peacock, J., Blacks, B. & Lipasti, M. H., Jan 1 2002, In : Conference Proceedings - Annual International Symposium on Computer Architecture, ISCA. p. 183-194 12 p.

Research output: Contribution to journalConference article

Data storage equipment
Storage allocation (computer)
Data transfer
Hardware
34 Citations (Scopus)

Blind quality assessment for JPEG2000 compressed images

Sheikh, H. R., Wang, Z., Cormack, L. & Bovik, A. C., Dec 1 2002, In : Conference Record of the Asilomar Conference on Signals, Systems and Computers. 2, p. 1735-1739 5 p.

Research output: Contribution to journalConference article

Image quality
Restoration
Image processing
Statistical Models
55 Citations (Scopus)

Gaze-contingent real-time simulation of arbitrary visual fields

Perry, J. S. & Geisler, W. S., Jan 1 2002, In : Proceedings of SPIE - The International Society for Optical Engineering. 4662, p. 57-69 13 p.

Research output: Contribution to journalConference article

visual fields
Pixels
Real-time
Pyramid
Arbitrary
2000
3 Citations (Scopus)

Effects of presynaptic and postsynaptic resource redistribution in Hebbian weight adaptation

Choe, Y., Miikkulainen, R. P. & Cormack, L. K., Jun 1 2000, In : Neurocomputing. 32-33, p. 77-82 6 p.

Research output: Contribution to journalConference article

Neurons
Weights and Measures
Neuronal Plasticity
Long-Term Potentiation
Synapses
1999
16 Citations (Scopus)

Development of a virtual laboratory for the study of complex human behavior

Pelz, J. B., Hayhoe, M. M., Ballard, D. H., Shrivastava, A., Bayliss, J. D. & von der Heyde, M., Jan 1 1999, In : Proceedings of SPIE - The International Society for Optical Engineering. 3639, p. 416-426 11 p.

Research output: Contribution to journalConference article

human behavior
Virtual Laboratory
Human Behavior
eye movements
Haptic Interface
1988

Programming neural networks

Anderson, J. A., Markman, A. B., Viscuso, S. R. & Wisniewski, E. J., Jan 1 1988, In : Neural Networks. 1, 1 SUPPL, 1 p.

Research output: Contribution to journalConference article

Learning
Neural networks
Nonlinear networks
Nonlinear feedback
Error correction
1987
20 Citations (Scopus)

TEXTURE SEGMENTATION USING A CLASS OF NARROWBAND FILTERS.

Clark, M., Bovik, A. C. & Geisler, W. S., Jan 1 1987, In : ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 571-574 4 p.

Research output: Contribution to journalConference article

Gabor filters
narrowband
textures
Textures
filters