Open access
Aug 2026
Hardware-Accelerated Graph Neural Networks: An Alternative Approach for Event-Based Audio Classification and Keyword Spotting on SoC FPGA
As the volume of data recorded by embedded edge sensors increases, particularly from neuromorphic devices producing discrete event streams, there is a need for hardware-aware neural architectures that enable efficient, low-latency and energy-conscious local processing. To address this research gap, we present an FPGA i...
K. Jeziorek, Piotr Wzorek, Krzysztof Błachut et al.
· ACM Transactions on Reconfig... · 0 citations