Renjie Wei | 李萌的个人主页https://mengli.me/zh/authors/renjie_wei_2022g/Renjie WeiWowchemy (https://wowchemy.com)zh-Hanshttps://mengli.me/media/icon_hu_ad1e0b0e8ea3c209.pngRenjie Weihttps://mengli.me/zh/authors/renjie_wei_2022g/LightMamba: Efficient Mamba Acceleration on FPGA with Quantization and Hardware Co-designhttps://mengli.me/zh/publication/date-2025-mamba/Mon, 24 Feb 2025 00:00:00 +0000https://mengli.me/zh/publication/date-2025-mamba/SCALES: Boost Binary Neural Network for Image Super-Resolution with Efficient Scalingshttps://mengli.me/zh/publication/date-2025-scales/Mon, 24 Feb 2025 00:00:00 +0000https://mengli.me/zh/publication/date-2025-scales/ASCEND: Accurate yet Efficient End-to-End Stochastic Computing Acceleration of Vision Transformerhttps://mengli.me/zh/publication/date-2024-sc/Fri, 08 Mar 2024 00:00:00 +0000https://mengli.me/zh/publication/date-2024-sc/A 16.38TOPS and 4.55POPS/W SRAM Computing-in-Memory Macro for Signed Operands Computation and Batch Normalization Implementationhttps://mengli.me/zh/publication/tcasi-2024-cim/Wed, 10 Jan 2024 00:00:00 +0000https://mengli.me/zh/publication/tcasi-2024-cim/MixCIM: A Hybrid-Cell-Based Computing-in-Memory Macro with Less-Data-Movement and Activation-Memory-Reuse for Depthwise Separable Neural Networkshttps://mengli.me/zh/publication/cicc-2024-mixcim/Tue, 09 Jan 2024 00:00:00 +0000https://mengli.me/zh/publication/cicc-2024-mixcim/Not your father’s stochastic computing (SC)! Efficient yet Accurate End-to-End SC Accelerator Designhttps://mengli.me/zh/publication/asicon-2023-sc/Tue, 24 Oct 2023 00:00:00 +0000https://mengli.me/zh/publication/asicon-2023-sc/Efficient Non-Linear Adder for Stochastic Computing with Approximate Spatial-Temporal Sorting Networkhttps://mengli.me/zh/publication/dac-2023-bsn/Fri, 07 Jul 2023 00:00:00 +0000https://mengli.me/zh/publication/dac-2023-bsn/Accurate yet Efficient Stochastic Computing Neural Acceleration with High Precision Residual Fusionhttps://mengli.me/zh/publication/date-2023-sc/Thu, 27 Apr 2023 00:00:00 +0000https://mengli.me/zh/publication/date-2023-sc/