4 papers
A Brain-Inspired Perception-Decision Driving Model Based on Neural Pathway Anatomical Alignment
Haidong Wang, Pengfei Xiao, Ao Liu +2
In the realm of autonomous driving, conventional approaches for vehicle perception and decision-making primarily rely on sensor input and rule-based algorithms. However, these meth…
An Audio-Visual Fusion Emotion Generation Model Based on Neuroanatomical Alignment
Haidong Wang, Qia Shan, JianHua Zhang +2
In the field of affective computing, traditional methods for generating emotions predominantly rely on deep learning techniques and large-scale emotion datasets. However, deep lear…
BAN: Neuroanatomical Aligning in Auditory Recognition between Artificial Neural Network and Human Cortex
Haidong Wang, Pengfei Xiao, Ao Liu +2
Drawing inspiration from neurosciences, artificial neural networks (ANNs) have evolved from shallow architectures to highly complex, deep structures, yielding exceptional performan…
GraphPub: Generation of Differential Privacy Graph with High Availability
Wanghan Xu, Bin Shi, Ao Liu +2
In recent years, with the rapid development of graph neural networks (GNN), more and more graph datasets have been published for GNN tasks. However, when an upstream data owner pub…