122 citations · 125 across the 4 of their papers we have counts for
Showing cs.ARShow all
2 papers · 1 filter
cs.AR2025
Instruction-Based Coordination of Heterogeneous Processing Units for Acceleration of DNN Inference
Anastasios Petropoulos, Theodore Antonakopoulos
This paper presents an instruction-based coordination architecture for Field-Programmable Gate Array (FPGA)-based systems with multiple high-performance Processing Units (PUs) for…
cs.AR2025★ 2 cited
A Scalable FPGA Architecture With Adaptive Memory Utilization for GEMM-Based Operations
Anastasios Petropoulos, Theodore Antonakopoulos
Deep neural network (DNN) inference relies increasingly on specialized hardware for high computational efficiency. This work introduces a field-programmable gate array (FPGA)-based…