Faculty of Arts and Science

Research Output 1960 2019

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Conference contribution
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

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

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

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

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

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

2013

Asynchronous signal passing for tile self-assembly: Fuel efficient computation and efficient assembly of shapes

Padilla, J. E., Patitz, M. J., Pena, R., Schweller, R. T., Seeman, N., Sheline, R., Summers, S. M. & Zhong, X., 2013, Unconventional Computation and Natural Computation - 12th International Conference, UCNC 2013, Proceedings. Vol. 7956 LNCS. p. 174-185 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7956 LNCS).

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

Self-assembly
Tile
Self assembly
Glues
Model

Electronic and vibrational coherences in algal light-harvesting proteins

Turner, D. & Scholes, G. D., 2013, 18th International Conference on Ultrafast Phenomena, UP 2012. Vol. 41. 08004

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

proteins
algae
electronics
electronic spectra
vibration mode

Eyetracking as an implicit measure of category-based induction

Chen, S. Y., Ross, B. H. & Murphy, G., 2013, Proceedings of the 35th Annual Conference on Cognitive Science Study. Knauff, M., Pauen, N., Sebanz, N. & Wachsmuth, I. (eds.). Cognitive Science Society, Vol. Austin, TX. p. 316-321

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

Infant recognition of infant vocal signals

Masapollo, M., Polka, L., Menard, L. & Vouloumanos, A., 2013, Proceedings of Meetings on Acoustics. Vol. 19. 060052

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

vowels
learning
filters

Learning patterns in noise: Environmental statistics explain the sequential effect

Schuur, F., Tam, B. P. & Maloney, L., 2013, Proceedings of the 35th Annual Conference of the Cognitive Science Society. Knauff, M., Pauen, M., Sebanz, N. & Wachsmuth, I. (eds.). Austin, TX: Cognitive Science Society

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

Modeling active learning decisions during causal learning

Coenen, A., Rehder, R. & Gureckis, T., 2013, Proceedings of the 1st Multidisciplinary Conference on Reinforcement Learning and Decision Making. Princeton, NJ.

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

Symposium: Informavores: Active information foraging and human cognition

Markant, D., Gureckis, T., Meder, Nelson, JD., Pirolli, P. & Yu, C., 2013, Proceedings of the 35th Annual Conference of the Cognitive Science Society. Knauff, M., Pauen, M., Sebanz, N. & Wachsmuth, I. (eds.). Austin, TX: Cognitive Science Society

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

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