Accelerating CNN inference on FPGAs: A Survey

Accelerating CNN inference on FPGAs: A Survey

26 May 2018

Jocelyn Serot

Papers citing "Accelerating CNN inference on FPGAs: A Survey"

8 / 8 papers shown

Title
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators Mahdi Taheri N. Cherezova M. S. Ansari M. Jenihhin A. Mahani Masoud Daneshtalab J. Raik 26 12 0 17 Jan 2024
Accelerating CNN inference on long vector architectures via co-design Sonia Rani Gupta Nikela Papadopoulou Miquel Pericàs 3DV 11 4 0 22 Dec 2022
Robotic Computing on FPGAs: Current Progress, Research Challenges, and Opportunities Zishen Wan A. Lele Bo Yu Shaoshan Liu Yu Wang Vijay Janapa Reddi Cong Hao A. Raychowdhury 34 13 0 14 May 2022
Efficient Memory Partitioning in Software Defined Hardware Matthew Feldman Tian Zhao K. Olukotun 12 1 0 02 Feb 2022
Physical Side-Channel Attacks on Embedded Neural Networks: A Survey M. M. Real Ruben Salvador AAML 23 30 0 21 Oct 2021
hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices F. Fahim B. Hawks C. Herwig J. Hirschauer S. Jindariani ... J. Ngadiuba Miaoyuan Liu Duc Hoang E. Kreinar Zhenbin Wu 27 129 0 09 Mar 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 150 674 0 24 Jan 2021
Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors C. Coelho Aki Kuusela Shane Li Zhuang Hao T. Aarrestad Vladimir Loncar J. Ngadiuba M. Pierini Adrian Alan Pol S. Summers MQ 32 175 0 15 Jun 2020