Junha Ryu

GANPU: An Energy-Efficient Multi-DNN Training Processor for GANs With Speculative Dual-Sparsity Exploitation

Sanghoon Kang, Donghyeon Han, Juhyoung Lee et al. · IEEE Journal of Solid-State Circuits · 2021 · 38 citations

Computing, Computer Engineering, Computer Science +16

2.7 MetaVRain: A 133mW Real-Time Hyper-Realistic 3D-NeRF Processor with 1D-2D Hybrid-Neural Engines for Metaverse on Mobile Devices

Donghyeon Han, Junha Ryu, Sangyeob Kim et al. · 2023 · 28 citations

Computing, Computer Science, Computer Graphics +14

20.7 NeuGPU: A 18.5mJ/Iter Neural-Graphics Processing Unit for Instant-Modeling and Real-Time Rendering with Segmented-Hashing Architecture

Junha Ryu, Hankyul Kwon, Won-Hoon Park et al. · 2024 · 25 citations

Computing, Computer Science, Computer Systems +16

MetaVRain: A Mobile Neural 3-D Rendering Processor With Bundle-Frame-Familiarity-Based NeRF Acceleration and Hybrid DNN Computing

Donghyeon Han, Junha Ryu, Sangyeob Kim et al. · IEEE Journal of Solid-State Circuits · 2023 · 24 citations

Computing, Computer Science, Computer Vision +16

Sibia: Signed Bit-slice Architecture for Dense DNN Acceleration with Slice-level Sparsity Exploitation

Dongseok Im, Gwangtae Park, Zhiyong Li et al. · 2023 · 23 citations

Computing, Computer Engineering, Computer Science +14