Faculty of Arts and Science

Research Output 1952 2020

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Conference contribution
2020

AutoViDev: A Computer-Vision Framework to Enhance and Accelerate Research in Human Development

Ossmy, O., Gilmore, R. O. & Adolph, K., Jan 1 2020, Advances in Computer Vision - Proceedings of the 2019 Computer Vision Conference CVC. Arai, K. & Kapoor, S. (eds.). Springer-Verlag, p. 147-156 10 p. (Advances in Intelligent Systems and Computing; vol. 944).

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

Computer vision
Learning systems
Artificial intelligence
Learning algorithms
2019

Estimating Personal Network Size with Non-random Mixing via Latent Kernels

Sahai, S., Jones, T., Cowan, S. & Zheng, T., Jan 1 2019, Complex Networks and Their Applications VII - Volume 1 Proceedings The 7th International Conference on Complex Networks and their Applications COMPLEX NETWORKS 2018. Lambiotte, R., Rocha, L. M., Lió, P., Cherifi, H., Aiello, L. M. & Cherifi, C. (eds.). Springer-Verlag, p. 694-705 12 p. (Studies in Computational Intelligence; vol. 812).

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

Graph-Theoretic Partitioning of RNAs and Classification of Pseudoknots

Petingi, L. & Schlick, T., Jan 1 2019, Algorithms for Computational Biology - 6th International Conference, AlCoB 2019, Proceedings. Vega-Rodríguez, M. A., Holmes, I. & Martín-Vide, C. (eds.). Springer-Verlag, p. 68-79 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11488 LNBI).

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

Dual Graph
RNA
Partitioning
Fragment
Graph in graph theory
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

Working Memory
Reasoning
Data storage equipment
Video Analysis
Network architecture

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., Vol. 2018-July. p. 3362-3365 4 p. 8512993

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

Primates
Brain
Optical recording
Neurons
Imaging techniques

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

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

potential fields
Classifiers
Eye movements
classifiers
Fourier series

Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks

Lake, B. & Baroni, M., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), Vol. 7. p. 4487-4499 13 p.

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

Recurrent neural networks
Navigation
Neural networks
Experiments

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., Vol. 2018-July. p. 3778-3781 4 p. 8513242

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

Learning
Brain-Computer Interfaces
Learning algorithms
Space Simulation
Unsupervised learning

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., Vol. 2018-July. p. 3013-3016 4 p. 8512994

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

Macaca
Photons
Neurons
Haplorhini
Microscopy

Nondestructive and Fast MRI-based Technique Battery Diagnostic

Jerschow, A., Jan 1 2018, 35th Annual International Battery Seminar and Exhibit 2018. Cambridge EnerTech, Cambridge Innovation Institute, Vol. 1. p. 136-158 23 p.

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

Magnetic resonance imaging

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

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., Vol. 2018-April. p. 836-840 5 p. 8462321

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

Brain computer interface
Classifiers
Decoding
Time series
Eye movements
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., 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

Asking and evaluating natural language questions

Rothe, A., Lake, B. & Gureckis, T., 2016, Proceedings of the 38th Annual Conference of the Cognitive Science Society.

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

Coherent wavepacket evolution analysis reveals a conical intersection in a highly fluorescent molecule

Brazard, J., Bizimana, L. A., Carbery, W. P., Gellen, T. & Turner, D., Jul 18 2016, International Conference on Ultrafast Phenomena, UP 2016. OSA - The Optical Society

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

Phase shift
Absorption spectra
Laser pulses
Molecules

Curating identifiable data for sharing: The databrary project

Gilmore, R. O., Adolph, K. & Millman, D. S., Nov 17 2016, 2016 New York Scientific Data Summit, NYSDS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7747817

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

Video streaming
Metadata
Transparency
Education
Big data

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

Perceptual image quality assessment using a normalized Laplacian pyramid

Laparra, V., Balle, J., Berardino, A. & Simoncelli, E., 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

pyramids
Image quality
Luminance
Gain control
luminance

Positive-Unlabeled Learning in the Face of Labeling Bias

Youngs, N., Shasha, D. & Bonneau, R., Jan 29 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Institute of Electrical and Electronics Engineers Inc., p. 639-645 7 p. 7395727

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

Labeling
Labels
Supervised learning
Learning algorithms
Costs

Searching large hypothesis spaces by asking questions

Lake, B. & Cohen, A., 2016, Proceedings of the 38th Annual Conference of the Cognitive Science Society.

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

Text classification for automatic detection of e-cigarette use and use for smoking cessation from twitter: A feasibility pilot

Aphinyanaphongs, Y., Lulejian, A., Brown, D. P., Bonneau, R. & Krebs, P., 2016, Pacific Symposium on Biocomputing 2016, PSB 2016. World Scientific Publishing Co. Pte Ltd, p. 480-491 12 p.

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

Classifiers
Public health
Byproducts

Upgrade of the HET segment control system, utilizing state-of-The-Art, decentralized and embedded system controllers

Haeuser, M., Richter, J., Kriel, H., Turbyfill, A., Buetow, B. & Ward, M., Jan 1 2016, Ground-Based and Airborne Telescopes VI. Marshall, H. K., Hall, H. J. & Gilmozzi, R. (eds.). SPIE, Vol. 9906. 990602

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

Hobby-Eberly Telescope
Embedded systems
Telescopes
Embedded Systems
Decentralized

Willing to lead, not willing to follow: Gender-specific inferences from pride expressions

Brosi, P., Spörrle, M., Welpe, I. M. & Heilman, M., 2016, 76th Annual Meeting of the Academy of Management, AOM 2016. Academy of Management, p. 458-463 6 p.

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

Inference
Pride
Willingness
Happiness
2015

Are biases when making causal interventions related to biases in belief updating?

Coenen, A. & Gureckis, T., 2015, Proceedings of the 37th Annual Conference of the Cognitive Science Society. Dale, R., Jennings, C., Maglio, P., Matlock, T., Noelle, D., Warlaumont, A. & Yoshimi, J. (eds.). Austin, TX: Cognitive Science Society

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

Deep neural networks predict category typicality ratings for images

Lake, B., Zaremba, W., Fergus, R. & Gureckis, T., 2015, Proceedings of the 37th Annual Conference of the Cognitive Science Society. Dale, R., Jennings, C., Maglio, P., Matlock, T., Noelle, D., Warlaumont, A. & Yoshimi, J. (eds.). Austin, TX: Cognitive Science Society

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

Geometrical and statistical properties of vision models obtained via MAximum Differentiation

Malo, J. & Simoncelli, E., 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

Patterns of voicing in American English obstruents in connected speech

Davidson, L., Aug 14 2015, Proceedings of the 18th International Congress of Phonetic Sciences (Glasgow, Scotland. August 10-14, 2015). CD-ROM

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, 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 attentional learning trap and how to avoid it

Rich, AS. & Gureckis, T., 2015, Proceedings of the 37th Annual Conference of the Cognitive Science Society. Dale, R., Jennings, C., Maglio, P., Matlock, T., Noelle, D., Warlaumont, A. & Yoshimi, J. (eds.). Austin, TX: Cognitive Science Society

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

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

An integrated model of multiple-condition ChIP-Seq data reveals predeterminants of Cdx2 binding

Mahony, S., Edwards, M. D., Mazzoni, E. O., Sherwood, R. I., Kakumanu, A., Morrison, C. A., Wichterle, H. & Gifford, D. K., 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 8394 LNBI. p. 175-176 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8394 LNBI).

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

Integrated Model
Chip

A preference for the unpredictable over the informative during self-directed learning

Markant, DB. & Gureckis, T., 2014, Proceedings of the 36th Annual Conference of the Cognitive Science Society. Bello, P., Guarini, M., McShane, M. & Scassellati, B. (eds.). Austin, TX: Cognitive Science Society

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

Controlling the message: Preschoolers' use of evidence to teach and deceive others

Rhodes, M., Bonawitz, L., Shafto, P. & Chen, A., 2014, Proceedings of the 36th Annual Conference of the Cognitive Society. Austin, TX: Cognitive Science Society. Bello, P., Guarini, M., McShane, M. & Scassellati, B. (eds.).

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

Decisions to intervene on causal systems are adaptively selected

Coenen, A., Rehder, B. & Gureckis, T., 2014, Proceedings of the 36th Annual Conference of the Cognitive Science Society. Bello, P., Guarini, M., McShane, M. & Scassellati, B. (eds.). Austin, TX: Cognitive Science Society

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

Ellipses from triangles

Cicconet, M., Gunsalus, K., Geiger, D. & Werman, M., Jan 28 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 3626-3630 5 p. 7025736

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

Linear algebra
Decomposition

Imaging with photoelastic modulators

Nichols, S., Freudenthal, J., Arteaga, O. & Kahr, B., 2014, Polarization: Measurement, Analysis, and Remote Sensing XI. SPIE, Vol. 9099. 909912

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

Modulator
Modulators
modulators
Imaging
Imaging techniques

Learning sparse filter bank transforms with convolutional ICA

Ballé, J. & Simoncelli, E., 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

Mirror symmetry histograms for capturing geometric properties in images

Cicconet, M., Geiger, D., Gunsalus, K. C. & Werman, M., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 2981-2986 6 p. 6909777

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

Mirrors
Data structures
Pixels

Modeling visible differences: The computational observer model

Farrell, J. E., Jiang, H., Winawer, J., Brainard, D. H. & Wandell, B. A., 2014, Digest of Technical Papers - SID International Symposium. 1 ed. Blackwell Publishing Ltd, Vol. 45. p. 352-356 5 p.

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

Information use
Classifiers
Display devices

One-shot learning of generative speech concepts

Lake, B., Lee, C. Y. & Tenenbaum, J. B., 2014, Proceedings of the 36th Annual Conference of the Cognitive Science Society.

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

Polarimetric analysis of the extraordinary optical transmission through subwavelength hole arrays

Nichols, S., Arteaga, O., Maoz, B., Markovich, G. & Kahr, B., 2014, Plasmonics: Metallic Nanostructures and Their Optical Properties XII. SPIE, Vol. 9163. 91631W

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

Oblique
Light transmission
Incidence
incidence
Square Lattice

Shape statistics for cell division detection in time-lapse videos of early mouse embryo

Cicconet, M., Gunsalus, K., Geiger, D. & Werman, M., Jan 28 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 3622-3625 4 p. 7025735

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

Hough transforms
Dynamic programming
Cells
Statistics

The value of approaching bad things

Rich, AS. & Gureckis, T., 2014, Proceedings of the 36th Annual Conference of the Cognitive Science Society. Bello, P., Guarini, M., McShane, M. & Scassellati, B. (eds.). Austin, TX: Cognitive Science Society

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

Visual sensitivity and object recognition

Pelli, D., Jul 21 2014, Frontiers in Optics, FiO 2016. OSA - The Optical Society

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

Object recognition
Communication

Workshop: Online experiments using jsPsych, psiTurk, and Amazon Mechanical Turk

de Leeuw, JR., Coenen, A., Markant, D., Martin, JB., McDonnell, JV., Rich, AS. & Gureckis, T., 2014, Proceedings of the 36th Annual Conference of the Cognitive Science Society. Bello, P., Guarini, M., McShane, M. & Scassellati, B. (eds.). Austin, TX: Cognitive Science Society

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