Mohammad Motamedi

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 16

Top Topics

Design Space Exploration

Personalized Services

Resource Constrained

Convolutional Neural Networks

Top Venues

ACM Trans. Embed. Comput. Syst.

IEEE Embed. Syst. Lett.

ACM Trans. Multim. Comput. Commun. Appl.

Publications

Ehsan Gholami, Mohammad Motamedi, Ashwin Aravindakshan
PARSRec: Explainable Personalized Attention-fused Recurrent Sequential Recommendation Using Session Partial Actions. KDD (2022)
Ehsan Gholami, Mohammad Motamedi, Ashwin Aravindakshan
PARSRec: Explainable Personalized Attention-fused Recurrent Sequential Recommendation Using Session Partial Actions. CoRR (2022)
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)
Mohammad Motamedi, Nikolay Sakharnykh, Tim Kaldewey
A Data-Centric Approach for Training Deep Neural Networks with Less Data. CoRR (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)
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)
Philipp Gysel, Jon J. Pimentel, Mohammad Motamedi, Soheil Ghiasi
Ristretto: A Framework for Empirical Study of Resource-Efficient Inference in Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (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, Philipp Gysel, Soheil Ghiasi
PLACID: A Platform for FPGA-Based Accelerator Creation for DCNNs. ACM Trans. Multim. Comput. Commun. Appl. 13 (4) (2017)
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)
Philipp Gysel, Mohammad Motamedi, Soheil Ghiasi
Hardware-oriented Approximation of Convolutional Neural Networks. CoRR (2016)
Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi
Fast and Energy-Efficient CNN Inference on IoT Devices. CoRR (2016)
Mohammad Motamedi, Philipp Gysel, Venkatesh Akella, Soheil Ghiasi
Design space exploration of FPGA-based Deep Convolutional Neural Networks. ASP-DAC (2016)
Mohammad Motamedi, Gholamreza Vossoughi, Mohammad Taghi Ahmadian, Seyed Mehdi Rezaei, Mohammad Zareinejad, Mozafar Saadat
Robust adaptive control of a micro telemanipulation system using sliding mode-based force estimation. ACC (2010)
Mohammad Motamedi, Seyed Mehdi Rezaei, Mohammad Zareinejad, Mozafar Saadat
Robust control of a piezoelectric stage under thermal and external load disturbances. ACC (2009)