Publications

Mohammed Elbtity, Peyton Chandarana, and Ramtin Zand, "Flex-TPU: A Flexible TPU with Runtime Reconfigurable Dataflow Architecture", (Preprint 2407.08700) URL https://arxiv.org/abs/2407.08700

James Seekings, Peyton Chandarana, Mahsa Ardakani, MohammadReza Mohammadi, and Ramtin Zand, "Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware", (Preprint 2407.08704) URL https://arxiv.org/abs/2407.08704

P. Chandarana, M. Elbtity, R. F. DeMara, and R. Zand, "MRAM-Based FPGAs: A Survey", in Computer Memory and Data Storage [Working Title]. London, United Kingdom: IntechOpen, 2022 [Online]. Available: https://www.intechopen.com/online-first/84521 doi: 10.5772/intechopen.108212

P. Chandarana, M. Mohammadi, J. Seekings, S. Hendrix and R. Zand, "Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware," 2022 13th International Green and Sustainable Computing Conference (IGSC), 2022, doi: 10.48550/arXiv.2210.05006.

M. Mohammadi, P. Chandarana, J. Seekings, S. Hendrix and R. Zand, "Static hand gesture recognition for American sign language using neuromorphic hardware," IOPScience: Neuromorphic Computing and Engineering, 2022, doi: 10.1088/2634-4386/ac94f3.

M. E. Elbtity, P. S. Chandarana, B. Reidy, J. K. Eshraghian and R. Zand, "APTPU: Approximate Computing Based Tensor Processing Unit," in IEEE Transactions on Circuits and Systems I: Regular Papers, 2022, doi: 10.1109/TCSI.2022.3206262.

P. Chandarana, J. Ou and R. Zand, "An Adaptive Sampling and Edge Detection Approach for Encoding Static Images for Spiking Neural Networks," 2021 12th International Green and Sustainable Computing Conference (IGSC), 2021, pp. 1-8, doi: 10.1109/IGSC54211.2021.9651610.

Corbett CF, Combs EM, Chandarana PS, Stringfellow I, Worthy K, Nguyen T, Wright PJ, O'Kane JM. Medication Adherence Reminder System for Virtual Home Assistants: Mixed Methods Evaluation Study. JMIR Form Res. 2021 Jul 13;5(7):e27327. doi: 10.2196/27327. PMID: 34255669; PMCID: PMC8317037.