Towards Explaining Hypercomplex Neural Networks

Towards Explaining Hypercomplex Neural Networks

26 March 2024

Eleonora Lopez

Eleonora Grassucci

Danilo Comminiello

Papers citing "Towards Explaining Hypercomplex Neural Networks"

4 / 4 papers shown

Title
Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals Eleonora Lopez Eleonora Chiarantano Eleonora Grassucci Danilo Comminiello 25 12 0 11 Oct 2023
PHYDI: Initializing Parameterized Hypercomplex Neural Networks as Identity Functions Matteo Mancanelli Eleonora Grassucci A. Uncini Danilo Comminiello AI4CE 30 2 0 11 Oct 2023
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters Aston Zhang Yi Tay Shuai Zhang Alvin Chan A. Luu S. Hui Jie Fu MQ 166 83 0 17 Feb 2021
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 247 36,237 0 25 Aug 2016