Research output per year
Research output per year
- 1 - 50 out of 90 results
Search results
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2022
Distill: Domain-Specific Compilation for Cognitive Models
Vesely, J., Pothukuchi, R. P., Joshi, K., Gupta, S., Cohen, J. D. & Bhattacharjee, A., 2022, CGO 2022 - Proceedings of the 2022 IEEE/ACM International Symposium on Code Generation and Optimization. Lee, J. W., Hack, S. & Shpeisman, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 301-312 12 p. (CGO 2022 - Proceedings of the 2022 IEEE/ACM International Symposium on Code Generation and Optimization).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Dynamic Inverse Reinforcement Learning for Characterizing Animal Behavior
Ashwood, Z. C., Jha, A. & Pillow, J. W., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
12 Scopus citations -
Extracting computational mechanisms from neural data using low-rank RNNs
Valente, A., Pillow, J. W. & Ostojic, S., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
10 Scopus citations -
How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning?
Zhuang, C., Xiang, V., Bai, Y., Jia, X., Turk-Browne, N., Norman, K., DiCarlo, J. J. & Yamins, D. L. K., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
10 Scopus citations -
Learning low-dimensional generalizable natural features from retina using a U-net
Wang, S., Hoshal, B., de Laittre, E. A., Marre, O., Berry, M. J. & Palmer, S. E., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
Using natural language and program abstractions to instill human inductive biases in machines
Kumar, S., Correa, C. G., Dasgupta, I., Marjieh, R., Hu, M. Y., Hawkins, R. D., Daw, N. D., Cohen, J. D., Narasimhan, K. & Griffiths, T. L., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
10 Scopus citations -
2021
Factor-analytic Inverse Regression for High-dimension, Small-sample Dimensionality Reduction
Jha, A., Morais, M. J. & Pillow, J. W., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 4850-4859 10 p. (Proceedings of Machine Learning Research; vol. 139).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations
Kim, T. D., Luo, T. Z., Pillow, J. W. & Brody, C. D., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 5551-5561 11 p. (Proceedings of Machine Learning Research; vol. 139).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
22 Scopus citations -
Intensity uniformity optimization in spatial-light-modulator-based multifocal microscope
Amin, M. J., Petry, S., Yang, H. & Shaevitz, J. W., 2021, Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXVIII. Brown, T. G., Wilson, T. & Waller, L. (eds.). SPIE, 116490P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11649).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2020
A general recurrent state space framework for modeling neural dynamics during decision-making
Zoltowski, D. M., Pillow, J. W. & Linderman, S. W., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 11616-11627 12 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-15).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
12 Scopus citations -
Caesar: Segment-Wise Alignment Method for Solving Discontinuous Deformations
Popovych, S., Alexander Bae, J. & Seung, H. S., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1214-1218 5 p. 9098363. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5 Scopus citations -
Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations
Keeley, S. L., Zoltowski, D. M., Yu, Y., Yates, J. L., Smith, S. L. & Pillow, J. W., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 5133-5142 10 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-7).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Learning representations that support extrapolation
Webb, T. W., Dulberg, Z., Frankland, S. M., Petrov, A. A., Oreilly, R. C. & Cohen, J. D., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 10067-10070 4 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-13).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
23 Scopus citations -
PZnet: Efficient 3D ConvNet Inference on Manycore CPUs
Popovych, S., Buniatyan, D., Zlateski, A., Li, K. & Seung, H. S., 2020, Advances in Computer Vision - Proceedings of the 2019 Computer Vision Conference CVC. Kapoor, S. & Arai, K. (eds.). Springer Verlag, p. 369-383 15 p. (Advances in Intelligent Systems and Computing; vol. 943).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access5 Scopus citations -
Synaptic Partner Assignment Using Attentional Voxel Association Networks
Turner, N. L., Lee, K., Lu, R., Wu, J., Ih, D. & Seung, H. S., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1209-1213 5 p. 9098489. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access13 Scopus citations -
The efficiency of human cognition reflects planned information processing
Ho, M. K., Abel, D., Cohen, J. D., Littman, M. L. & Griffiths, T. L., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 1300-1307 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
10 Scopus citations -
Weakly Supervised Deep Metric Learning for Template Matching
Buniatyan, D., Popovych, S., Ih, D., Macrina, T., Zung, J. & Seung, H. S., 2020, Advances in Computer Vision - Proceedings of the 2019 Computer Vision Conference CVC. Kapoor, S. & Arai, K. (eds.). Springer Verlag, p. 39-58 20 p. (Advances in Intelligent Systems and Computing; vol. 943).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
6 Scopus citations -
2019
A generalization becomes suppressed over time in the context of exceptions
Tachihara, K., Norman, K. A., Turk-Browne, N. & Goldberg, A. E., 2019, Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019. The Cognitive Science Society, p. 2905-2911 7 p. (Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Mechanistic Account of Constraints on Control-Dependent Processing: Shared Representation, Conflict and Persistence
Musslick, S. & Cohen, J. D., 2019, Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019. The Cognitive Science Society, p. 849-855 7 p. (Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
13 Scopus citations -
Asymmetric Switch Costs as a Function of Task Strength
Spitzer, M., Musslick, S., Shvartsman, M., Shenhav, A. & Cohen, J. D., 2019, Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019. The Cognitive Science Society, p. 1070-1076 7 p. (Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
6 Scopus citations -
Decomposing Individual Differences in Cognitive Control: A Model-Based Approach
Musslick, S., Cohen, J. D. & Shenhav, A., 2019, Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019. The Cognitive Science Society, p. 2427-2433 7 p. (Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
13 Scopus citations -
Extracting and Utilizing Abstract, Structured Representations for Analogy
Frankland, S. M., Webb, T. W., Petrov, A. A., O'Reilly, R. C. & Cohen, J. D., 2019, Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019. The Cognitive Science Society, p. 1766-1772 7 p. (Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
Learning metric graphs for neuron segmentation in electron microscopy images
Luther, K. & Seung, H. S., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 244-248 5 p. 8759576. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access5 Scopus citations -
Reconstructing neuronal anatomy from whole-brain images
Gornet, J., Venkataraju, K. U., Narasimhan, A., Turner, N., Lee, K., Seung, H. S., Osten, P. & Sumbul, U., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 218-222 5 p. 8759197. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access3 Scopus citations -
Stability-Flexibility Dilemma in Cognitive Control: A Dynamical System Perspective
Musslick, S., Bizyaeva, A., Agaron, S., Leonard, N. & Cohen, J. D., 2019, Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019. The Cognitive Science Society, p. 2420-2426 7 p. (Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
20 Scopus citations -
Understanding interactions amongst cognitive control, learning and representation
Musslick, S., Novick, A. H., Webb, T., Frankland, S., Cohen, J., Jackson, R. J., Lambon Ralph, M. A., Chen, L. & Rogers, T. T., 2019, Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019. The Cognitive Science Society, p. 35-36 2 p. (Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Unsupervised learning by a 'softened' correlation game: Duality and convergence
Luther, K. L., Yang, R. & Seung, H. S., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 876-883 8 p. 9048957. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
2018
Constraints associated with cognitive control and the stability-flexibility dilemma
Musslick, S., Jang, S. J., Shvartsman, M., Shenhav, A. & Cohen, J. D., 2018, Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018. The Cognitive Science Society, p. 804-809 6 p. (Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
31 Scopus citations -
Determination of the defining features of texts written in isolation with a Naive Bayesian Classifier
Becker, E. J., Burkart, D., Mildner, J. & Tamir, D., Apr 17 2018, ISEC 2018 - Proceedings of the 8th IEEE Integrated STEM Education Conference. Institute of Electrical and Electronics Engineers Inc., p. 209-210 2 p. (ISEC 2018 - Proceedings of the 8th IEEE Integrated STEM Education Conference; vol. 2018-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Efficiency of learning vs. processing: Towards a normative theory of multitasking
Sagiv, Y., Musslick, S., Niv, Y. & Cohen, J. D., 2018, Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018. The Cognitive Science Society, p. 1002-1007 6 p. (Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
8 Scopus citations -
Estimating the costs of cognitive control from task performance: theoretical validation and potential pitfalls
Musslick, S., Cohen, J. D. & Shenhav, A., 2018, Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018. The Cognitive Science Society, p. 798-803 6 p. (Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
13 Scopus citations -
Feature Ratings and Empirical Dimension-Specific Similarity Explain Distinct Aspects of Semantic Similarity Judgments
Iordan, M. C., Ellis, C. T., Lesnick, M., Osherson, D. N. & Cohen, J. D., 2018, Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018. The Cognitive Science Society, p. 530-535 6 p. (Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
2017
A Formal Approach to Modeling the Cost of Cognitive Control
Özcimder, K., Dey, B., Musslick, S., Petri, G., Ahmed, N. K., Willke, T. L. & Cohen, J. D., 2017, CogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition. The Cognitive Science Society, p. 895-900 6 p. (CogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Compile-time optimized and statically scheduled N-D ConvNet primitives for multi-core and many-core (Xeon Phi) CPUs
Zlateski, A. & Seung, H. S., Jun 14 2017, ICS 2017: International Conference on Supercomputing. Association for Computing Machinery, 8. (Proceedings of the International Conference on Supercomputing; vol. Part F128411).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
8 Scopus citations -
Mechanisms of overharvesting in patch foraging
Kane, G. A., Bornstein, A. M., Daw, N. D., Cohen, J. D., Wilson, R. C. & Shenhav, A., 2017, CogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition. The Cognitive Science Society, p. 637-642 6 p. (CogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Multitasking Capability Versus Learning Efficiency in Neural Network Architectures
Musslick, S., Saxe, A. M., Özcimder, K., Dey, B., Henselman, G. & Cohen, J. D., 2017, CogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition. The Cognitive Science Society, p. 829-834 6 p. (CogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
30 Scopus citations -
Stochastic filtering of two-photon imaging using reweighted ℓ1
Charles, A. S., Song, A., Koay, S. A., Tank, D. W. & Pillow, J. W., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1038-1042 5 p. 7952314. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
Translating a Reinforcement Learning Task into a Computational Psychiatry Assay: Challenges and Strategies
Hitchcock, P., Radulescu, A., Niv, Y. & Sims, C. R., 2017, CogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition. The Cognitive Science Society, p. 2217-2222 6 p. (CogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
2016
Boredom, Information-Seeking and Exploration
Geana, A., Wilson, R. C., Daw, N. & Cohen, J. D., 2016, Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016. Papafragou, A., Grodner, D., Mirman, D. & Trueswell, J. C. (eds.). The Cognitive Science Society, p. 1751-1756 6 p. (Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
48 Scopus citations -
Controlled vs. Automatic Processing: A Graph-Theoretic Approach to the Analysis of Serial vs. Parallel Processing in Neural Network Architectures
Musslick, S., Dey, B., Özcimder, K., Patwary, M. M. A., Willke, T. L. & Cohen, J. D., 2016, Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016. Papafragou, A., Grodner, D., Mirman, D. & Trueswell, J. C. (eds.). The Cognitive Science Society, p. 1547-1552 6 p. (Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
22 Scopus citations -
Enabling factor analysis on thousand-subject neuroimaging datasets
Anderson, M. J., Capota, M., Turek, J. S., Zhu, X., Willke, T. L., Wang, Y., Chen, P. H., Manning, J. R., Ramadge, P. J. & Norman, K. A., 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A.-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1151-1160 10 p. 7840719. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access6 Scopus citations -
Information-Seeking, Learning and the Marginal Value Theorem: A Normative Approach to Adaptive Exploration
Geana, A., Wilson, R. C., Daw, N. & Cohen, J. D., 2016, Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016. Papafragou, A., Grodner, D., Mirman, D. & Trueswell, J. C. (eds.). The Cognitive Science Society, p. 1793-1798 6 p. (Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
Real-time full correlation matrix analysis of fMRI data
Wang, Y., Keller, B., Capota, M., Anderson, M. J., Sundaram, N., Cohen, J. D., Li, K., Turk-Browne, N. B. & Willke, T. L., 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A.-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1242-1251 10 p. 7840728. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
7 Scopus citations -
Using behavior to decode allocation of attention in context dependent decision making
Shvartsman, M., Srivastava, V., Sundaram, N. & Cohen, J. D., 2016, Proceedings of ICCM 2016 - 14th International Conference on Cognitive Modeling. Reitter, D. & Ritter, F. E. (eds.). The Pennsylvania State University, p. 65-71 7 p. (Proceedings of ICCM 2016 - 14th International Conference on Cognitive Modeling).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ZNN - A Fast and Scalable Algorithm for Training 3D Convolutional Networks on Multi-core and Many-Core Shared Memory Machines
Zlateski, A., Lee, K. & Seung, H. S., Jul 18 2016, Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016. Institute of Electrical and Electronics Engineers Inc., p. 801-811 11 p. 7516077. (Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access27 Scopus citations -
ZNNi: Maximizing the Inference Throughput of 3D Convolutional Networks on CPUs and GPUs
Zlateski, A., Lee, K. & Seung, H. S., Jul 2 2016, Proceedings of SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, p. 854-865 12 p. 7877151. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC; vol. 0).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
20 Scopus citations -
2015
Full correlation matrix analysis of fMRI data on Intel Xeon Phi coprocessors
Wang, Y., Anderson, M. J., Cohen, J. D., Heinecke, A., Li, K., Satish, N., Sundaram, N., Turk-Browne, N. & Willke, T. L., Nov 15 2015, Proceedings of SC 2015: The International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, a23. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC; vol. 15-20-November-2015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access14 Scopus citations -
2014
Hierarchical topographic factor analysis
Manning, J. R., Ranganath, R., Keung, W., Turk-Browne, N. B., Cohen, J. D., Norman, K. A. & Blei, D. M., 2014, Proceedings - 2014 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2014. IEEE Computer Society, 6858530. (Proceedings - 2014 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2014).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
7 Scopus citations -
2013
Development of self-monitoring essential for vocal interactions in marmoset monkeys
Takahashi, D. Y., Narayanan, D. & Ghazanfar, A. A., 2013, 2013 IEEE 3rd Joint International Conference on Development and Learning and Epigenetic Robotics, ICDL 2013 - Electronic Conference Proceedings. 6652553. (2013 IEEE 3rd Joint International Conference on Development and Learning and Epigenetic Robotics, ICDL 2013 - Electronic Conference Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5 Scopus citations -
2012
A computational model for vocal exchange dynamics and their development in marmoset monkeys
Takahashi, D. Y., Narayanan, D. & Ghazanfar, A. A., 2012, 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012. 6400844. (2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
10 Scopus citations