Mohammad Motamedi

Hardware-oriented Approximation of Convolutional Neural Networks

Philipp Gysel, Mohammad Motamedi, Soheil Ghiasi · arXiv (Cornell University) · 2016 · 280 citations · Full text

Power Consumption, Engineering, Machine Learning +13

Ristretto: A Framework for Empirical Study of Resource-Efficient Inference in Convolutional Neural Networks

Philipp Gysel, Jon J. Pimentel, Mohammad Motamedi et al. · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 245 citations

Design space exploration of FPGA-based Deep Convolutional Neural Networks

Mohammad Motamedi, Philipp Gysel, Venkatesh Akella et al. · 2016 · 205 citations

Engineering, Machine Learning, Hardware Algorithm +17

Machine Intelligence on Resource-Constrained IoT Devices

Mohammad Motamedi, Daniel Fong, Soheil Ghiasi · ACM Transactions on Embedded Computing Systems · 2017 · 37 citations

Artificial Intelligence, Engineering, Machine Learning +20

PLACID

Mohammad Motamedi, Philipp Gysel, Soheil Ghiasi · ACM Transactions on Multimedia Computing Communications and Applications · 2017 · 25 citations

Hardware Security, Engineering, Hardware Acceleration +12