3 papers
cs.LG2024
GAT-Steiner: Rectilinear Steiner Minimal Tree Prediction Using GNNs
Bugra Onal, Eren Dogan, Muhammad Hadir Khan +1
The Rectilinear Steiner Minimum Tree (RSMT) problem is a fundamental problem in VLSI placement and routing and is known to be NP-hard. Traditional RSMT algorithms spend a significa…
cs.AR2023
NSF Integrated Circuit Research, Education and Workforce Development Workshop Final Report
M. Guthaus, C. Batten, E. Brunvand +6
As the pace of progress that has followed Moore's law continues to diminish, it is critical that the US support Integrated Circuit (IC or chip) education and research to maintain t…
cs.AR2023
OpenSpike: An OpenRAM SNN Accelerator
Farhad Modaresi, Matthew Guthaus, Jason K. Eshraghian
This paper presents a spiking neural network (SNN) accelerator made using fully open-source EDA tools, process design kit (PDK), and memory macros synthesized using OpenRAM. The ch…