Positive/Negative Approximate Multipliers for DNN Accelerators

20 July 2021

Papers citing "Positive/Negative Approximate Multipliers for DNN Accelerators"

5 / 5 papers shown

Title
Carbon-Efficient 3D DNN Acceleration: Optimizing Performance and Sustainability Aikaterini Maria Panteleaki K. Balaskas Georgios Zervakis H. Amrouch Iraklis Anagnostopoulos 22 0 0 14 Apr 2025
Leveraging Highly Approximated Multipliers in DNN Inference Georgios Zervakis Fabio Frustaci Ourania Spantidi Iraklis Anagnostopoulos H. Amrouch Jörg Henkel 79 1 0 21 Dec 2024
Approximate Computing Survey, Part II: Application-Specific & Architectural Approximation Techniques and Applications Vasileios Leon Muhammad Abdullah Hanif Giorgos Armeniakos Xun Jiao Muhammad Shafique K. Pekmestzi Dimitrios Soudris 37 3 0 20 Jul 2023
Energy-efficient DNN Inference on Approximate Accelerators Through Formal Property Exploration Ourania Spantidi Georgios Zervakis Iraklis Anagnostopoulos J. Henkel 15 4 0 25 Jul 2022
Is Approximation Universally Defensive Against Adversarial Attacks in Deep Neural Networks? Ayesha Siddique K. A. Hoque AAML 26 6 0 02 Dec 2021