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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
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Posts
Blog Post number 1
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photography
portfolio
Out There in The Dark
Published:
Morning hike in the White Mountains
publications
Functional Protein Structure Annotation Using a Deep Convolutional Generative Adversarial Network
Published in arXiv, 2021
Recommended citation: Moyer, E., Winchell, J., Isozaki, I., Alparslan, Y., Halac, M., & Kim, E. (2021). Functional Protein Structure Annotation Using a Deep Convolutional Generative Adversarial Network. https://doi.org/10.48550/arxiv.2104.08969
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Augmented Reality Integrated Brain Computer Interface for Smart Home Control
Published in Advances in Neuroergonomics and Cognitive Engineering, 2021
An EEG-based brain computer interface (BCI) system for smart home control integrated with augmented reality goggles and virtual assistants.
Recommended citation: Sahal, M., Dryden, E., Halac, M., Feldman, S., Heiman-Patterson, T., Ayaz, H., Paletta, L., & Asgher, U. (2021). Augmented Reality Integrated Brain Computer Interface for Smart Home Control. In Advances in Neuroergonomics and Cognitive Engineering (Vol. 259, pp. 89–97). Springer International Publishing AG. https://doi.org/10.1007/978-3-030-80285-1_11
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Deep Neural Network Modeling Using CNN and BiLSTM for Online Passive EEG Brain-Computer Interface to Classify Mental Workload
Published in 2021 Neuroergonomics Conference, 2021
Recommended citation: M. De Lorenzo, M. Halac, S. Sivakumar, H. Ayaz, ”Deep Neural Network Modeling Using CNN and BiLSTM for Online Passive EEG Brain-Computer Interface to Classify Mental Workload,” 2021 Neuroergonomics Conference, 2021
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Incremental & Semi-Supervised Learning for Functional Analysis of Protein Sequences
Published in 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 2022
Recommended citation: Halac, M., Sokhansanj, B., Trimble, W. L., Coard, T., Sabin, N. C., Ozdogan, E., Polikar, R., & Rosen, G. L. (2021). Incremental & Semi-Supervised Learning for Functional Analysis of Protein Sequences. 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 01–08. https://doi.org/10.1109/SSCI50451.2021.9659958
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Incremental and Semi-Supervised Learning of 16S-rRNA Genes For Taxonomic Classification
Published in 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 2022
Recommended citation: Ozdogan, E., Sabin, N. C., Gracie, T., Portley, S., Halac, M., Coard, T., Trimble, W., Sokhansanj, B., Rosen, G., & Polikar, R. (2021). Incremental and Semi-Supervised Learning of 16S-rRNA Genes For Taxonomic Classification. 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1–7. https://doi.org/10.1109/SSCI50451.2021.9660093
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Multiscale Voxel Based Decoding For Enhanced Natural Image Reconstruction From Brain Activity
Published in 2022 International Joint Conference on Neural Networks (IJCNN), 2022
What does fMRI tell us about the visual information content of the brain? Can we decode what people are looking at by analyzing their brain activation patterns? Read more to learn more 🤓
Recommended citation: Halac, M., Isik, M., Ayaz, H., & Das, A. (2022). Multiscale Voxel Based Decoding For Enhanced Natural Image Reconstruction From Brain Activity. Proceedings of ... International Joint Conference on Neural Networks, 1–7. https://doi.org/10.1109/IJCNN55064.2022.9892430
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Endornaviral satellite RNA amplification systems for plants
Published in , 2024
This is from my work at Flagship Labs (FL) 70 now called Terrana Biosciences.
Recommended citation: GLOUZON, J.-P. B. S., SHARPE, M. G., MARTIN, B. A., KUMAR, J., ROTHENHEBER, D. T., LATOURRETTE, K. M., WARSABA, R. E. W., HAO, Y., SUBEDI, A., DENNIS, E. J. A., BLUMSACK, D. G., PANT, S. R., TRAN, P. T., CHU, F. C., KREMER, J. M., HALAC, M. A., ZHAO, K., KHAKHAR, A. D., VICHYAVICHIEN, P., … KLICKI, K. (2024). ENDORNAVIRAL SATELLITE RNA AMPLIFICATION SYSTEMS FOR PLANTS.
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Partitiviral satellite RNA amplification systems for plants
Published in , 2024
This is from my work at Flagship Labs (FL) 70 now called Terrana Biosciences.
Recommended citation: GLOUZON, J.-P. B. S., SHARPE, M. G., MARTIN, B. A., KUMAR, J., ROTHENHEBER, D. T., LATOURRETTE, K. M., WARSABA, R. E. W., HAO, Y., SUBEDI, A., DENNIS, E. J. A., BLUMSACK, D. G., PANT, S. R., TRAN, P. T., CHAMNESS, J. C., CHU, F. C., KREMER, J. M., HALAC, M. A., ZHAO, K., KHAKHAR, A. D., … KLICKI, K. (2024). PARTITIVIRAL SATELLITE RNA AMPLIFICATION SYSTEMS FOR PLANTS.
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Transforming Pain Medicine: The Power of Collaboration, Entrepreneurship, and Innovation
Published in Pain Medicine, 2025
A perspective article on the importance of interdisciplinary collaborations, entrepreneurship, and innovative therapies for better pain management.
Recommended citation: Hirani, S., Vu, P., Halac, M., Bohacek, S., Benkli, B., Jevotovsky, D., Vega, J., Hirani, A., Orhurhu, V., Odonkor, C., Ehrenfeld, J., Shadid, I., Azadian, A., Mayrsohn, B., Kwon, A., Hirani, Z., Osuagwu, U., Bird, J., Gilligan, C., … Srinivasan, S. (2025). Transforming pain medicine: the power of collaboration, entrepreneurship, and innovation. Pain Medicine (Malden, Mass.), 26(5), 231–236. https://doi.org/10.1093/pm/pnae130
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Nerve Identification and Manipulation Tool enables blind percutaneous nerve localization and intervention.
Published in 70th Annual Meeting of Plastic Surgery Research Council, 2025
Recommended citation: Srinivasan, S., Halac, M., Madinger, A., Liu, A., Tereshenko, V., McCormack, M. M., Austen, W. G., Jr., Gfrerer, L., & Kochheiser, M. (n.d.). Nerve Identification and Manipulation Tool enables blind percutaneous nerve localization and intervention. 70th Annual Meeting of Plastic Surgery Research Council (PSRC).
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talks
Percutaneous Nerve Localization and Intervention Device
Published:
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teaching
Workshop, University 1, Department, 2015
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Introductory Programming for Engineers
Undergraduate course, Department of Electrical & Computer Engineering (ECE), Drexel University, 2021
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Medical Device Design
Graduate course, School of Engineering & Applied Sciences (SEAS), Harvard University, 2025
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