Shayan Hassantabar

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Multilayer Perceptron

Premature Convergence

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

ACM Trans. Embed. Comput. Syst.

IEEE Trans. Consumer Electron.

Publications

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) (2023)
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) (2022)
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) (2022)
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) (2022)
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) (2021)
Shayan Hassantabar, Joe Zhang, Hongxu Yin, Niraj K. Jha
MHDeep: Mental Health Disorder Detection System based on Body-Area and Deep Neural Networks. CoRR (2021)
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 (2020)
Shayan Hassantabar, Prerit Terway, Niraj K. Jha
TUTOR: Training Neural Networks Using Decision Rules as Model Priors. CoRR (2020)
Shayan Hassantabar, Xiaoliang Dai, Niraj K. Jha
STEERAGE: Synthesis of Neural Networks Using Architecture Search and Grow-and-Prune Methods. CoRR (2019)
Shayan Hassantabar, Zeyu Wang, Niraj K. Jha
SCANN: Synthesis of Compact and Accurate Neural Networks. CoRR (2019)