Daniel D. Fong

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 14

Top Topics

Convolutional Neural Network

Resource Constrained

Design Space Exploration

Top Venues

ACM Trans. Embed. Comput. Syst.

IEEE Embed. Syst. Lett.

IEEE Internet Things J.

Publications

Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi
Scalable CNN Synthesis for Resource-Constrained Embedded Platforms. IEEE Internet Things J. 9 (3) (2022)
Daniel D. Fong, Kaeli J. Yamashiro, Kourosh Vali, Laura A. Galganski, Jameson Thies, Rasta Moeinzadeh, Christopher Pivetti, André Knoesen, Vivek J. Srinivasan, Herman L. Hedriana, Diana L. Farmer, Michael Austin Johnson, Soheil Ghiasi
Design and In Vivo Evaluation of a Non-Invasive Transabdominal Fetal Pulse Oximeter. IEEE Trans. Biomed. Eng. 68 (1) (2021)
Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi
Octopus: Context-Aware CNN Inference for IoT Applications. IEEE Embed. Syst. Lett. 12 (1) (2020)
Daniel D. Fong, Kourosh Vali, Soheil Ghiasi
Contextually-aware Fetal Sensing in Transabdominal Fetal Pulse Oximetry. ICCPS (2020)
Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi
Cappuccino: Efficient CNN Inference Software Synthesis for Mobile System-on-Chips. IEEE Embed. Syst. Lett. 11 (1) (2019)
Mohammad Motamedi, Felix Portillo, Daniel D. Fong, Soheil Ghiasi
Distill-Net: Application-Specific Distillation of Deep Convolutional Neural Networks for Resource-Constrained IoT Platforms. ACM Trans. Embed. Comput. Syst. 18 (5) (2019)
Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi
Resource-Scalable CNN Synthesis for IoT Applications. CoRR (2019)
Daniel D. Fong, Vivek J. Srinivasan, Kourosh Vali, Soheil Ghiasi
Optode Design Space Exploration for Clinically-robust Non-invasive Fetal Oximetry. ACM Trans. Embed. Comput. Syst. 18 (5s) (2019)
Daniel D. Fong, Alejandro Velazquez Alcantar, Prashant Gupta, Eric Kurzrock, Soheil Ghiasi
Non-invasive bladder volume sensing for neurogenic bladder dysfunction management. BSN (2018)
Mohammad Motamedi, Felix Portillo, Daniel D. Fong, Soheil Ghiasi
Distill-Net: Application-Specific Distillation of Deep Convolutional Neural Networks for Resource-Constrained IoT Platforms. CoRR (2018)
Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi
Machine Intelligence on Resource-Constrained IoT Devices: The Case of Thread Granularity Optimization for CNN Inference. ACM Trans. Embed. Comput. Syst. 16 (5s) (2017)
Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi
Cappuccino: Efficient Inference Software Synthesis for Mobile System-on-Chips. CoRR (2017)
Daniel D. Fong, André Knoesen, Soheil Ghiasi
Transabdominal fetal pulse oximetry: The case of fetal signal optimization. Healthcom (2017)
Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi
Fast and Energy-Efficient CNN Inference on IoT Devices. CoRR (2016)