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Dedicated 3D Accelerator Specifically Designed For Emerging Spiking Transformers

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A new technical paper titled “Spiking Transformer Hardware Accelerators in 3D Integration” was published by researchers at UC Santa Barbara, Georgia Tech and Burapha University.

“Recognizing the current lack of dedicated hardware support for spiking transformers, this paper presents the first work on 3D spiking transformer hardware architecture and design methodology. We present an architecture and physical design co-optimization approach tailored specifically for spiking transformers,” states the paper.

Find the technical paper here. November 2024.

Xu, B., Hwang, J., Vanna-iampikul, P., Lim, S.K. and Li, P., 2024. Spiking Transformer Hardware Accelerators in 3D Integration. arXiv preprint arXiv:2411.07397.



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