A near-sensor vision transformer accelerator combines VCSEL-microring photonic matrix multiplication with region-of-interest patch pruning, reporting 100.4 KFPS/W and up to 84% energy savings.
Senputing: An ultra-low-power always-on vision percep- tion chip featuring the deep fusion of sensing and computing,
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Opto-ViT: Architecting a Near-Sensor Region of Interest-Aware Vision Transformer Accelerator with Silicon Photonics
A near-sensor vision transformer accelerator combines VCSEL-microring photonic matrix multiplication with region-of-interest patch pruning, reporting 100.4 KFPS/W and up to 84% energy savings.