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ORCIDShayan Hassantabar
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Books and Theses
- 2022
[b1]Shayan Hassantabar:
Efficient Neural Network Synthesis and Its Application in Smart Healthcare. Princeton University, USA, 2022
Journal Articles
- 2023
- [j5]Shayan Hassantabar
, Prerit Terway, Niraj K. Jha:
TUTOR: Training Neural Networks Using Decision Rules as Model Priors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(2): 483-496 (2023) - 2022
- [j4]Shayan Hassantabar, Zeyu Wang, Niraj K. Jha:
SCANN: Synthesis of Compact and Accurate Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(9): 3012-3025 (2022) - [j3]Shayan Hassantabar, Xiaoliang Dai, Niraj K. Jha:
CURIOUS: Efficient Neural Architecture Search Based on a Performance Predictor and Evolutionary Search. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4975-4990 (2022) - [j2]Shayan Hassantabar, Joe Zhang, Hongxu Yin, Niraj K. Jha:
MHDeep: Mental Health Disorder Detection System Based on Wearable Sensors and Artificial Neural Networks. ACM Trans. Embed. Comput. Syst. 21(6): 81:1-81:22 (2022) - 2021
- [j1]Shayan Hassantabar, Novati Stefano, Vishweshwar Ghanakota, Alessandra Ferrari, Gregory N. Nicola, Raffaele Bruno, Ignazio R. Marino, Kenza Hamidouche, Niraj K. Jha:
CovidDeep: SARS-CoV-2/COVID-19 Test Based on Wearable Medical Sensors and Efficient Neural Networks. IEEE Trans. Consumer Electron. 67(4): 244-256 (2021)
Informal and Other Publications
- 2021
- [i5]Shayan Hassantabar, Joe Zhang, Hongxu Yin, Niraj K. Jha:
MHDeep: Mental Health Disorder Detection System based on Body-Area and Deep Neural Networks. CoRR abs/2102.10435 (2021) - 2020
- [i4]Shayan Hassantabar, Novati Stefano, Vishweshwar Ghanakota, Alessandra Ferrari, Gregory N. Nicola, Raffaele Bruno, Ignazio R. Marino, Niraj K. Jha:
CovidDeep: SARS-CoV-2/COVID-19 Test Based on Wearable Medical Sensors and Efficient Neural Networks. CoRR abs/2007.10497 (2020) - [i3]Shayan Hassantabar, Prerit Terway, Niraj K. Jha:
TUTOR: Training Neural Networks Using Decision Rules as Model Priors. CoRR abs/2010.05429 (2020) - 2019
- [i2]Shayan Hassantabar, Zeyu Wang, Niraj K. Jha:
SCANN: Synthesis of Compact and Accurate Neural Networks. CoRR abs/1904.09090 (2019) - [i1]Shayan Hassantabar, Xiaoliang Dai, Niraj K. Jha:
STEERAGE: Synthesis of Neural Networks Using Architecture Search and Grow-and-Prune Methods. CoRR abs/1912.05831 (2019)
Coauthor Index
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