Research Output

Filter
Conference contribution
2019

3D LV Probabilistic Segmentation in Cardiac MRI Using Generative Adversarial Network

Yang, D., Liu, B., Axel, L. & Metaxas, D., Jan 1 2019, Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges - 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers. Li, S., Mansi, T., McLeod, K., Pop, M., Zhao, J., Sermesant, M., Young, A. & Rhode, K. (eds.). Springer Verlag, p. 181-190 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11395 LNCS).

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

An anti-inflammatory nanoscaffold for enhanced stem cell transplantation and neuronal differentiation post-spinal cord injury

Yang, L., Cerqueira, S. R., Lee, J. K. & Lee, K. B., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Axonal conduction velocity impacts neuronal network oscillations

Ivanov, V. A., Polykretis, I. E. & Michmizos, K. P., May 2019, 2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8834639. (2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings).

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

Bodily signals entrainment in the presence of music

Kalampratsidou, V. & Torres, E. B., Oct 10 2019, MOCO 2019 - 6th International Conference on Movement and Computing. Association for Computing Machinery, a3. (ACM International Conference Proceeding Series).

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

Brain Segmentation from k-Space with End-to-End Recurrent Attention Network

Huang, Q., Chen, X., Metaxas, D. & Nadar, M. S., Jan 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 275-283 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11766 LNCS).

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

Characterizing tissue deformation and inflammation due to convection enhanced delivery in the brain

Dessi, M., Kodamasimham, S., Wood, C. & Sy, J. C., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Classification of brainwaves using convolutional neural network

Joshi, S. R., Headley, D. B., Ho, K. C., Paré, D. & Nair, S. S., Sep 2019, EUSIPCO 2019 - 27th European Signal Processing Conference. European Signal Processing Conference, EUSIPCO, (European Signal Processing Conference; vol. 2019-September).

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

Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation

Tan, C., Yan, Z., Zhang, S., Li, K. & Metaxas, D. N., Jan 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 282-290 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11765 LNCS).

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

Computational astrocyence: Astrocytes encode inhibitory activity into the frequency and spatial extent of their calcium elevations

Polykretis, I. E., Ivanov, V. A. & Michmizos, K. P., May 2019, 2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8834603. (2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings).

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

Context-refined neural cell instance segmentation

Yi, J., Wu, P., Huang, Q., Qu, H., Hoeppner, D. J. & Metaxas, D. N., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1028-1032 5 p. 8759204. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

1 Scopus citations

Deep attentive feature learning for histopathology image classification

Wu, P., Qu, H., Yi, J., Huang, Q., Chen, C. & Metaxas, D., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1865-1868 4 p. 8759267. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

Deep graph similarity learning for brain data analysis

Ma, G., Sengupta, D., Ahmed, N. K., Cole, M. W., Yu, P. S., Willke, T. L. & Turk-Browne, N. B., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2743-2751 9 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
1 Scopus citations

Designing polymers for the activation of, and selective resorption by, osteoclasts for bone regeneration

Fung, S. L., Martin, D., Mahat, A., Mishra, P., Cohen, J., Pashuck, E. T., Mao, Y., Moghe, P. V., Merolli, A. & Kohn, J., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Distributed Differentially-private Canonical Correlation Analysis

Imtiaz, H. & Sarwate, A., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3112-3116 5 p. 8683252. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Early Decoding of Tongue-Hand Movement from EEG Recordings Using Dynamic Functional Connectivity Graphs

Haddad, A., Shamsi, F., Ghovanloo, M. & Najafizadeh, L., May 16 2019, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE Computer Society, p. 373-376 4 p. 8717039. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2019-March).

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

Effective 3D humerus and scapula extraction using low-contrast and high-shape-variability MR data

He, X., Tan, C., Qiao, Y., Tan, V., Metaxas, D. & Li, K., Jan 1 2019, Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 109530O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10953).

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

Exploiting visual and report-based information for chest x-ray analysis by jointly learning visual classifiers and topic models

Daniels, Z. A. & Metaxas, D. N., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1270-1274 5 p. 8759548. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

Eye Gaze-based Early Intent Prediction Utilizing CNN-LSTM

Koochaki, F. & Najafizadeh, L., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1310-1313 4 p. 8857054. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

Fourier-filtering based size-encoded images for label-free tracking of sub-cellular organelles in neurons

Naser, M., Kelly, E., Ditmars, C., Schloss, R. S., Firestein-Miller, B. & Boustany, N., Jan 1 2019, Biophysics, Biology and Biophotonics IV: The Crossroads. Backman, V. & Wax, A. (eds.). SPIE, 108880H. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10888).

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

FR-Net: Joint Reconstruction and Segmentation in Compressed Sensing Cardiac MRI

Huang, Q., Yang, D., Yi, J., Axel, L. & Metaxas, D., Jan 1 2019, Functional Imaging and Modeling of the Heart - 10th International Conference, FIMH 2019, Proceedings. Ozenne, V., Vigmond, E., Coudière, Y. & Zemzemi, N. (eds.). Springer Verlag, p. 352-360 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11504 LNCS).

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

1 Scopus citations

Fully automatic segmentation of short-axis cardiac MRI using modified deep layer aggregation

Li, Z., Lou, Y., Yan, Z., Alraref, S., Min, J. K., Axel, L. & Metaxas, D. N., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 793-797 5 p. 8759516. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

1 Scopus citations

Heuristic search for homology localization problem and its application in cardiac trabeculae reconstruction

Zhang, X., Wu, P., Yuan, C., Wang, Y., Metaxas, D. & Chen, C., Jan 1 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 1312-1318 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

Open Access

High-throughput mapping of nanotopographies-regulated cell behaviors by large-scale combinatorial nanoarrays

Yang, L. & Lee, K. B., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Identifying Dynamics of Brain Function Via Boolean Matrix Factorization

Haddad, A., Shamsi, F., Zhu, L. & Najafizadeh, L., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 661-665 5 p. 8645099. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Improving nuclei/gland instance segmentation in histopathology images by full resolution neural network and spatial constrained loss

Qu, H., Yan, Z., Riedlinger, G. M., De, S. & Metaxas, D. N., Jan 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 378-386 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11764 LNCS).

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

Instance segmentation of neural cells

Yi, J., Wu, P., Jiang, M., Hoeppner, D. J. & Metaxas, D. N., Jan 1 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). Springer Verlag, p. 395-402 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11134 LNCS).

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

Introducing astrocytes on a neuromorphic processor: Synchronization, local plasticity and edge of chaos

Tang, G., Polykretis, I. E., Ivanov, V. A., Shah, A. & Michmizos, K. P., Mar 26 2019, Proceedings of the 2019 7th Annual Neuro-Inspired Computational Elements Workshop, NICE 2019. Association for Computing Machinery, a12. (ACM International Conference Proceeding Series).

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

Joint segmentation and fine-grained classification of nuclei in histopathology images

Qu, H., Riedlinger, G., Wu, P., Huang, Q., Yi, J., De, S. & Metaxas, D., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 900-904 5 p. 8759457. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

1 Scopus citations

Linguistically-driven framework for computationally efficient and scalable sign recognition

Metaxas, D., Dilsizian, M. & Neidle, C., Jan 1 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 1711-1718 8 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

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

1 Scopus citations

MRI reconstruction via cascaded channel-wise attention network

Huang, Q., Yang, D., Wu, P., Qu, H., Yi, J. & Metaxas, D., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1622-1626 5 p. 8759423. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

3 Scopus citations

Multi-scale cell instance segmentation with keypoint graph based bounding boxes

Yi, J., Wu, P., Huang, Q., Qu, H., Liu, B., Hoeppner, D. J. & Metaxas, D. N., Jan 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 369-377 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11764 LNCS).

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

Nir-mediated spatiotemporal control of stem cell fate using multifunctional upconversion nanoparticles

Zhang, Y. & Lee, K. B., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Quantifying Changes in Brain Function Following Injury via Network Measures

Salsabilian, S., Bibineyshvili, E., Margolis, D. J. & Najafizadeh, L., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5217-5220 4 p. 8856361. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

Sample Complexity Bounds for Low-Separation-Rank Dictionary Learning

Ghassemi, M., Shakeri, Z., Bajwa, W. U. & Sarwate, A. D., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2294-2298 5 p. 8849698. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

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

1 Scopus citations

Self-attention generative adversarial networks

Zhang, H., Goodfellow, I., Metaxas, D. & Odena, A., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 12744-12753 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

Self-attention generative adversarial networks

Zhang, H., Goodfellow, I., Metaxas, D. & Odena, A., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 12744-12753 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

Semantic graph convolutional networks for 3D human pose regression

Zhao, L., Peng, X., Tian, Y., Kapadia, M. & Metaxas, DI. N., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 3420-3430 11 p. 8953193. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

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

6 Scopus citations

Taming the noisy gradient: Train deep neural networks with small batch sizes

Zhang, Y., Qu, H., Chen, C. & Metaxas, D., Jan 1 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 4348-4354 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

The Interplay of Causality and Myopia in Adversarial Channel Models

Kumar Dey, B., Jaggi, S., Langberg, M., Sarwate, A. D. & Wang, C., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1002-1006 5 p. 8849568. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

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

2018

A Neural-Astrocytic Network Architecture: Astrocytic calcium waves modulate synchronous neuronal activity

Polykretis, I., Ivanov, V. & Michmizos, K. P., Jul 23 2018, ICONS 2018 - Proceedings of International Conference on Neuromorphic Systems 2018. Association for Computing Machinery, (ACM International Conference Proceeding Series).

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

4 Scopus citations

Coordination Using Individually Shared Randomness

Kurri, G. R., Prabhakaran, V. M. & Sarwate, A. D., Aug 15 2018, 2018 IEEE International Symposium on Information Theory, ISIT 2018. Institute of Electrical and Electronics Engineers Inc., p. 2550-2554 5 p. 8437316. (IEEE International Symposium on Information Theory - Proceedings; vol. 2018-June).

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

2 Scopus citations

CR-GAN: Learning complete representations for multi-view generation

Tian, Y., Peng, X., Zhao, L., Zhang, S. & Metaxas, D. N., Jan 1 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 942-948 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

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

10 Scopus citations

Deep multi-task and task-specific feature learning network for robust shape preserved organ segmentation

Tan, C., Zhao, L., Yan, Z., Li, K., Metaxas, D. & Zhan, Y., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1221-1224 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

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

5 Scopus citations

Defending Against Packet-Size Side-Channel Attacks in Iot Networks

Xiong, S., Sarwate, A. D. & Mandayam, N. B., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2027-2031 5 p. 8461330. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

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

Development of a high-throughput micro-neurocircuitry platform for drug screening studies

Fantuzzo, J. A., Mirabella, V. R., Hart, R. P., Pang, Z. P. & Zahn, J. D., Jan 1 2018, 22nd International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2018. Chemical and Biological Microsystems Society, p. 287-290 4 p. (22nd International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2018; vol. 1).

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

Differentially-private canonical correlation analysis

Imtiaz, H. & Sarwate, A. D., Mar 7 2018, 2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 283-287 5 p. (2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings; vol. 2018-January).

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

2 Scopus citations

Differentially private distributed principal component analysis

Imtiaz, H. & Sarwate, A. D., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2206-2210 5 p. 8462519. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

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

6 Scopus citations

Enabling Communication for Locked-in Syndrome Patients using Deep Learning and an Emoji-based Brain Computer Interface

Comaniciu, A. & Najafizadeh, L., Dec 20 2018, 2018 IEEE Biomedical Circuits and Systems Conference, BioCAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8584821. (2018 IEEE Biomedical Circuits and Systems Conference, BioCAS 2018 - Proceedings).

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

1 Scopus citations

Global Optimality in Inductive Matrix Completion

Ghassemi, M., Sarwate, A. & Goela, N., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2226-2230 5 p. 8462250. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

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

Gridbot: An autonomous robot controlled by a spiking neural network mimicking the brain's navigational system

Tang, G. & Michmizos, K. P., Jul 23 2018, ICONS 2018 - Proceedings of International Conference on Neuromorphic Systems 2018. Association for Computing Machinery, (ACM International Conference Proceeding Series).

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

6 Scopus citations