{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T13:48:07Z","timestamp":1772632087198,"version":"3.50.1"},"reference-count":19,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,2,15]],"date-time":"2026-02-15T00:00:00Z","timestamp":1771113600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,2,15]],"date-time":"2026-02-15T00:00:00Z","timestamp":1771113600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100014188","name":"MSIT","doi-asserted-by":"publisher","award":["RS-2025-02264052,RS-202509322969"],"award-info":[{"award-number":["RS-2025-02264052,RS-202509322969"]}],"id":[{"id":"10.13039\/501100014188","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003836","name":"IC Design Education Center","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003836","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,2,15]]},"DOI":"10.1109\/isscc49663.2026.11409105","type":"proceedings-article","created":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T20:50:24Z","timestamp":1772571024000},"page":"544-546","source":"Crossref","is-referenced-by-count":0,"title":["31.7 LUT-SSM: A 99.3TFLOPS\/W LUT-Based State-Space Model Accelerator Using Energy-Efficient Element-Wise Layer Fusion and LUT-Friendly Weight-Only Quantization"],"prefix":"10.1109","author":[{"given":"Sunwoo","family":"Yoo","sequence":"first","affiliation":[{"name":"Korea Advanced Institute of Science and Technology,Daejeon,Korea"}]},{"given":"Dongyun","family":"Kam","sequence":"additional","affiliation":[{"name":"Ulsan National Institute of Science and Technology,Ulsan,Korea"}]},{"given":"Gunho","family":"Park","sequence":"additional","affiliation":[{"name":"Naver Cloud,Seongnam,Korea"}]},{"given":"Soonhyun","family":"Kwon","sequence":"additional","affiliation":[{"name":"Korea Advanced Institute of Science and Technology,Daejeon,Korea"}]},{"given":"Dongsoo","family":"Lee","sequence":"additional","affiliation":[{"name":"Naver Cloud,Seongnam,Korea"}]},{"given":"Youngjoo","family":"Lee","sequence":"additional","affiliation":[{"name":"Korea Advanced Institute of Science and Technology,Daejeon,Korea"}]}],"member":"263","reference":[{"key":"ref1","article-title":"The Llama 3 Herd of Models","author":"Grattafiori","year":"2024","journal-title":"arXiv preprint"},{"key":"ref2","article-title":"GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers","author":"Frantar","year":"2023","journal-title":"ICLR"},{"key":"ref3","article-title":"LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models","author":"Park","year":"2024","journal-title":"ICLR"},{"key":"ref4","article-title":"ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization","author":"You","year":"2024","journal-title":"NeurIPS"},{"key":"ref5","article-title":"Mamba: Linear-Time Sequence Modeling with Selective State Spaces","author":"Gu","year":"2024","journal-title":"arXiv preprint"},{"key":"ref6","article-title":"Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling","author":"Ren","year":"2025","journal-title":"ICLR"},{"key":"ref7","article-title":"Hymba: A Hybrid-head Architecture for Small Language Models","author":"Dong","year":"2025","journal-title":"ICLR"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/jssc.2023.3234893"},{"key":"ref9","first-page":"368","article-title":"C-Transformer: A $2.6-18.1 \\mu \\mathrm{J} \/$ Token Homogeneous DNN-Transformer\/Spiking-Transformer Processor with Big-Little Network and Implicit Weight Generation for Large Language Models","volume-title":"ISSCC","author":"Kim","year":"2024"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.23919\/vlsitechnologyandcir65189.2025.11075108"},{"key":"ref11","first-page":"422","article-title":"Slim-Llama: A 4.69 mW Large-Language-Model Processor with Binary\/Ternary Weights for Billion-Parameter Llama Model","volume-title":"ISSCC","author":"Kim","year":"2025"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/isscc49661.2025.10904774"},{"key":"ref13","first-page":"1098","article-title":"FIGLUT: An Energy-Efficient Accelerator Design for FP-INT GEMM Using Look-Up Tables","author":"Park","year":"2025","journal-title":"IEEE HPCA"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3676536.3676798"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/tcsi.2025.3584247"},{"key":"ref16","first-page":"701","article-title":"Panacea: Novel DNN Accelerator Using Accuracy-Preserving Asymmetric Quantization and Energy-Saving Bit-Slice Sparsity","author":"Kam","year":"2025","journal-title":"IEEE HPCA"},{"key":"ref17","article-title":"Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models","author":"Heo","year":"2024","journal-title":"ICLR"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2025.3599020"},{"key":"ref19","first-page":"578","article-title":"SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation","author":"Xing","year":"2024","journal-title":"Medical Image Computing and Computer Assisted Intervention (MICCAI)"}],"event":{"name":"2026 IEEE International Solid-State Circuits Conference (ISSCC)","location":"San Francisco, CA, USA","start":{"date-parts":[[2026,2,15]]},"end":{"date-parts":[[2026,2,19]]}},"container-title":["2026 IEEE International Solid-State Circuits Conference (ISSCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11408863\/11408946\/11409105.pdf?arnumber=11409105","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T06:50:36Z","timestamp":1772607036000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11409105\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2,15]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/isscc49663.2026.11409105","relation":{},"subject":[],"published":{"date-parts":[[2026,2,15]]}}}