Linyan Mei

ZigZag: Enlarging Joint Architecture-Mapping Design Space Exploration for DNN Accelerators

Linyan Mei, Pouya Houshmand, Vikram Jain et al. · IEEE Transactions on Computers · 2021 · 127 citations

Uneven Mapping Capabilities, Engineering, Advanced Computing +16

Review and Benchmarking of Precision-Scalable Multiply-Accumulate Unit Architectures for Embedded Neural-Network Processing

Vincent Camus, Linyan Mei, Christian Enz et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2019 · 92 citations · Full text

Engineering, Machine Learning, Hardware Acceleration +14

TinyVers: A Tiny Versatile System-on-Chip With State-Retentive eMRAM for ML Inference at the Extreme Edge

Vikram Jain, Juan Sebastian Piedrahita Giraldo, Jaro De Roose et al. · IEEE Journal of Solid-State Circuits · 2023 · 41 citations

Sub-Word Parallel Precision-Scalable MAC Engines for Efficient Embedded DNN Inference

Linyan Mei, Mohit Dandekar, Dimitrios Rodopoulos et al. · 2019 · 40 citations · Full text

Large Ai Model, Deep Neural Networks, Engineering +13

DeFiNES: Enabling Fast Exploration of the Depth-first Scheduling Space for DNN Accelerators through Analytical Modeling

Linyan Mei, Koen Goetschalckx, Arne Symons et al. · 2023 · 34 citations

Engineering, Machine Learning, Advanced Computing +18