Shayan Hassantabar

According to our database, Shayan Hassantabar authored at least 9 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

TUTOR: Training Neural Networks Using Decision Rules as Model Priors.

Shayan Hassantabar, Prerit Terway, Niraj K. Jha

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., February, 2023

2022

MHDeep: Mental Health Disorder Detection System Based on Wearable Sensors and Artificial Neural Networks.

Shayan Hassantabar, Joe Zhang, Hongxu Yin, Niraj K. Jha

ACM Trans. Embed. Comput. Syst., November, 2022

Efficient Neural Network Synthesis and Its Application in Smart Healthcare

Shayan Hassantabar

PhD thesis, 2022

SCANN: Synthesis of Compact and Accurate Neural Networks.

Shayan Hassantabar, Zeyu Wang, Niraj K. Jha

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

CURIOUS: Efficient Neural Architecture Search Based on a Performance Predictor and Evolutionary Search.

Shayan Hassantabar, Xiaoliang Dai, Niraj K. Jha

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

2021

CovidDeep: SARS-CoV-2/COVID-19 Test Based on Wearable Medical Sensors and Efficient Neural Networks.

Shayan Hassantabar, Novati Stefano, Vishweshwar Ghanakota, Alessandra Ferrari, Gregory N. Nicola, Raffaele Bruno, Ignazio R. Marino, Kenza Hamidouche, Niraj K. Jha

IEEE Trans. Consumer Electron., 2021

MHDeep: Mental Health Disorder Detection System based on Body-Area and Deep Neural Networks.

Shayan Hassantabar, Joe Zhang, Hongxu Yin, Niraj K. Jha

CoRR, 2021

2020

CovidDeep: SARS-CoV-2/COVID-19 Test Based on Wearable Medical Sensors and Efficient Neural Networks.

Shayan Hassantabar, Novati Stefano, Vishweshwar Ghanakota, Alessandra Ferrari, Gregory N. Nicola, Raffaele Bruno, Ignazio R. Marino, Niraj K. Jha

CoRR, 2020

2019

STEERAGE: Synthesis of Neural Networks Using Architecture Search and Grow-and-Prune Methods.

Shayan Hassantabar, Xiaoliang Dai, Niraj K. Jha

CoRR, 2019