PAMA: Large-Scale GNN Acceleration with Pre-Aggregation in Multi-Node Architecture
Weiwei Wu (Tsinghua University); Fengbin Tu (HKUST); Shaojun Wei, Xiangyu Li, Yang Hu, Shouyi Yin (Tsinghua University)
High Performance Soft Multi-Processor Arrays
Martin Langhammer (Altera, Imperial College London); Kim Bozman, Gregg Baeckler (Altera)
FPGA-Based Acceleration for EMT Simulation of Electrical Distribution Network
Zhenrui Wang, Weiping Shi, Jiang Hu (Texas A&M University)
Noise Reduction on Hearing-Aid Processors: Traditional Methods vs. Neural Networks
Simon Christian Klein, Lando Rossol, Finn Venema, Sven Schönewald, Jens Karrenbauer, Holger Blume (Institute of Microelectronic Systems, Leibniz University Hanover)
An Application Mapping Algorithm for Mesh-based Hybrid Optical Network-on-Chip Architecture
Sucharita Samanta, Nandan Surani, Devarsh Patel, Vikas Dubey, Kanchan Manna (Birla Institute of Technology and Sciences Pilani, K K Birla Goa Campus)
Permuting Accumulation Order for Low-Precision Machine Learning
Ebby Samson, Tony Liu, Wayne Luk, George A. Constantinides (Imperial College London)
Exploration Framework for IDS Optimization on FPGA
Kévin Druart (Université of West Britanny (Brest, France)); David Espes, Catherine Dezan (University of West Britanny (Brest, France)); Alain Deturche (Thales DMS (Brest, France))
Scalable Malware Detection Framework Using Performance Counters and Gradient Boosting
Chutitep Woralert, Chen Liu, Zander Blasingame (Clarkson University)
High-Performance, Area-Efficient and Predictable Matrix Multiplication for ASIC
Alexander Lehnert, Liliia Almeeva (University of Rostock); Ralf Müller (Friedrich-Alexander-Universität Erlangen-Nürnberg); Marc Reichenbach (University of Rostock)
Integrated Security Mechanisms for Weight Protection in Memristive Crossbar Arrays
Muhammad Faheemur Rahman, Wayne Burleson (University of Massachusetts Amherst)