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20192025
most citedTensorDIMM: A Practical Near-Memory Processing Architecture for Embeddings and Tensor Operations in Deep Learning

24 citations · 26 across the 6 of their papers we have counts for

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cs.AR2025

Mamba-X: An End-to-End Vision Mamba Accelerator for Edge Computing Devices

Dongho Yoon, Gungyu Lee, Jaewon Chang +3

Transformers have proven effective in language modeling but are limited by high computational and memory demands that grow quadratically with input sequence length. State space mod…

cs.DC2025

Debunking the CUDA Myth Towards GPU-based AI Systems

Yunjae Lee, Juntaek Lim, Jehyeon Bang +10

This paper presents a comprehensive evaluation of Intel Gaudi NPUs as an alternative to NVIDIA GPUs, which is currently the de facto standard in AI system design. First, we create…