2 papers
cs.AR2025
KWT-Tiny: RISC-V Accelerated, Embedded Keyword Spotting Transformer
Aness Al-Qawlaq, Ajay Kumar M, Deepu John
This paper explores the adaptation of Transformerbased models for edge devices through the quantisation and hardware acceleration of the ARM Keyword Transformer (KWT) model on a RI…
cs.AR2025
Bare-Metal RISC-V + NVDLA SoC for Efficient Deep Learning Inference
Vineet Kumar, Ajay Kumar M, Yike Li +2
This paper presents a novel System-on-Chip (SoC) architecture for accelerating complex deep learning models for edge computing applications through a combination of hardware and so…