A Survey of Complex-Valued Neural Networks

28 January 2021

Papers citing "A Survey of Complex-Valued Neural Networks"

16 / 16 papers shown

Title
Enhancing deep neural networks through complex-valued representations and Kuramoto synchronization dynamics Sabine Muzellec A. Alamia Thomas Serre Rufin VanRullen 39 0 0 28 Feb 2025
Steinmetz Neural Networks for Complex-Valued Data Shyam Venkatasubramanian Ali Pezeshki Vahid Tarokh 172 0 0 17 Feb 2025
FAN: Fourier Analysis Networks Yihong Dong Ge Li Yongding Tao Xue Jiang Kechi Zhang Jia Li Jing Su Jing Su Jun Zhang Jingjing Xu AI4TS 15 4 0 03 Oct 2024
ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting Hengyu Ye Jiadong Chen Shijin Gong Fuxin Jiang Tieying Zhang Jianjun Chen Xiaofeng Gao AI4TS 34 2 0 08 Apr 2024
SISMIK for brain MRI: Deep-learning-based motion estimation and model-based motion correction in k-space Oscar Dabrowski J. Falcone A. Klauser J. Songeon Michel Kocher B. Chopard François Lazeyras S. Courvoisier MedIm 21 1 0 20 Dec 2023
Building Blocks for a Complex-Valued Transformer Architecture Florian Eilers Xiaoyi Jiang ViT 26 7 0 16 Jun 2023
Dual-Quaternions: Theory and Applications in Sound Ben Kenwright 16 2 0 22 Mar 2023
Towards NeuroAI: Introducing Neuronal Diversity into Artificial Neural Networks Fenglei Fan Yingxin Li Hanchuan Peng T. Zeng Fei-Yue Wang 22 5 0 23 Jan 2023
Fully complex-valued deep learning model for visual perception Aniruddh Sikdar Sumanth Udupa Suresh Sundaram 17 2 0 14 Dec 2022
Characterizing 4-string contact interaction using machine learning Harold Erbin Atakan Hilmi Fırat 35 15 0 16 Nov 2022
On the Approximation and Complexity of Deep Neural Networks to Invariant Functions Gao Zhang Jin-Hui Wu Shao-Qun Zhang 16 0 0 27 Oct 2022
Learning the Propagation of Worms in Wireless Sensor Networks Yifan Wang Siqi Wang G. Tong AAML 19 0 0 20 Sep 2022
Machine Learning Decoder for 5G NR PUCCH Format 0 Anil Kumar Yerrapragada S. JeevaKeshav Ankit Gautam R. Ganti AI4CE 22 2 0 26 Aug 2022
Exponential Separations in Symmetric Neural Networks Aaron Zweig Joan Bruna 29 7 0 02 Jun 2022
k-strip: A novel segmentation algorithm in k-space for the application of skull stripping Moritz Rempe F. Mentzel Kelsey L. Pomykala Johannes Haubold F. Nensa K. Kröninger Jan Egger Jens Kleesiek 35 8 0 19 May 2022
A photonic chip-based machine learning approach for the prediction of molecular properties Hui Zhang Jonathan Wei Zhong Lau Lingxiao Wan Liang Shi H. Cai Xianshu Luo Guo-qiang Lo Chee-Kong Lee L. Kwek A. Liu 35 10 0 03 Mar 2022