Information Theory · Computer Science
An Improved WBF Algorithm for Higher-Speed Decoding of LDPC Codes
Kexiang Ma, Yongzhao Li, Caizhi Zhu, Hailin Zhang +1
2012-06-18
Information Theory · Computer Science
DeepFP: Deep-Unfolded Fractional Programming for MIMO Beamforming
Jianhang Zhu, Tsung-Hui Chang, Liyao Xiang, Kaiming Shen
2026-01-07
Machine Learning · Computer Science
Revisiting BFloat16 Training
Pedram Zamirai, Jian Zhang, Christopher R. Aberger, Christopher De Sa
2021-03-09
Performance · Computer Science
Exploring the Potential of Flexible 8-bit Format: Design and Algorithm
Zhuoyi Zhang, Yunchen Zhang, Gonglei Shi, Yu Shen +5
2023-10-30
Machine Learning · Computer Science
Progressive Mixed-Precision Decoding for Efficient LLM Inference
Hao Mark Chen, Fuwen Tan, Alexandros Kouris, Royson Lee +2
2025-02-28
Machine Learning · Computer Science
FP8-LM: Training FP8 Large Language Models
Houwen Peng, Kan Wu, Yixuan Wei, Guoshuai Zhao +16
2023-12-20
Numerical Analysis · Mathematics
A "nearly parametric" solution to Selective Harmonic Elimination PWM
Bao-Xin Shang, Shu-Gong Zhang, Na Lei, Jing-Yi Chen
2015-12-07
Hardware Architecture · Computer Science
FIGLUT: An Energy-Efficient Accelerator Design for FP-INT GEMM Using Look-Up Tables
Gunho Park, Hyeokjun Kwon, Jiwoo Kim, Jeongin Bae +3
2025-03-11
Systems and Control · Electrical Eng. & Systems
Pulse width modulation technique with harmonic injection in the modulating wave and discontinuous frequency modulation for the carrier wave to reduce vibrations in asynchronous machines
Antonio Ruiz-Gonzalez, Mario Meco-Gutierrez, Juan-Ramon Heredia-Larrubia, Francisco Perez-Hidalgo +1
2024-01-26
Information Theory · Computer Science
Wideband Time Frequency Coding
Kathleen Yang, Salman Salamatian, Rafael G. L . D'Oliveira, Muriel Medard
2022-06-01
Quantum Physics · Physics
Enhancing Fault-Tolerant Surface Code Decoding with Iterative Lattice Reweighting
Yi Tian, Y. Zheng, Xiaoting Wang, Ching-Yi Lai
2025-09-10
Information Theory · Computer Science
Constellation Shaping for WDM systems using 256QAM/1024QAM with Probabilistic Optimization
Metodi P. Yankov, Francesco Da Ros, Edson P. da Silva, Søren Forchhammer +4
2016-09-13
Machine Learning · Computer Science
FP4 All the Way: Fully Quantized Training of LLMs
Brian Chmiel, Maxim Fishman, Ron Banner, Daniel Soudry
2025-08-12
Machine Learning · Computer Science
Fast Matrix Multiplications for Lookup Table-Quantized LLMs
Han Guo, William Brandon, Radostin Cholakov, Jonathan Ragan-Kelley +2
2025-01-20
Computation and Language · Computer Science
LLM-FP4: 4-Bit Floating-Point Quantized Transformers
Shih-yang Liu, Zechun Liu, Xijie Huang, Pingcheng Dong +1
2024-04-30
Information Theory · Computer Science
Quantized Message Passing for LDPC Codes
Michael Meidlinger, Alexios Balatsoukas-Stimming, Andreas Burg, Gerald Matz
2015-12-02
Machine Learning · Computer Science
Norm Tweaking: High-performance Low-bit Quantization of Large Language Models
Liang Li, Qingyuan Li, Bo Zhang, Xiangxiang Chu
2023-12-14