On Complex Valued Convolutional Neural Networks

29 February 2016

Papers citing "On Complex Valued Convolutional Neural Networks"

14 / 14 papers shown

Title
Steinmetz Neural Networks for Complex-Valued Data Shyam Venkatasubramanian Ali Pezeshki Vahid Tarokh 220 0 0 17 Feb 2025
Building Blocks for a Complex-Valued Transformer Architecture Florian Eilers Xiaoyi Jiang ViT 32 7 0 16 Jun 2023
Adapting Pre-trained Language Models for Quantum Natural Language Processing Qiuchi Li Benyou Wang Yudong Zhu Christina Lioma Qun Liu AI4CE 29 4 0 24 Feb 2023
How important are activation functions in regression and classification? A survey, performance comparison, and future directions Ameya Dilip Jagtap George Karniadakis AI4CE 37 71 0 06 Sep 2022
A Hybrid Complex-valued Neural Network Framework with Applications to Electroencephalogram (EEG) Hang Du R. P. Riddell Xiaogang Wang 19 5 0 28 Jul 2022
Learning Convolutional Neural Networks in the Frequency Domain H. Pan Yixin Chen Xin-Yi Niu Wenbo Zhou Dongsheng Li OOD 25 9 0 14 Apr 2022
CubeLearn: End-to-end Learning for Human Motion Recognition from Raw mmWave Radar Signals Peijun Zhao C. Lu Bing Wang A. Trigoni Andrew Markham 32 43 0 07 Nov 2021
Complex-valued Iris Recognition Network Kien Nguyen Clinton Fookes Sridha Sridharan Arun Ross CVBM 18 24 0 23 Nov 2020
Image classification in frequency domain with 2SReLU: a second harmonics superposition activation function Thomio Watanabe D. Wolf 19 22 0 18 Jun 2020
Complex Amplitude-Phase Boltzmann Machines Zengyi Li Friedrich T. Sommer 18 0 0 04 May 2020
Resonant Machine Learning Based on Complex Growth Transform Dynamical Systems Oindrila Chatterjee S. Chakrabartty 27 7 0 15 Aug 2019
Complex Gated Recurrent Neural Networks Moritz Wolter Angela Yao AI4CE 21 64 0 21 Jun 2018
Complex-valued Neural Networks with Non-parametric Activation Functions Simone Scardapane S. Van Vaerenbergh Amir Hussain A. Uncini 23 81 0 22 Feb 2018
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 39 824 0 27 May 2017