44 citations · 186 across the 25 of their papers we have counts for
5 papers · 1 filter
CSP-Net: Joint Compression and Classification Network for Epilepsy Seizure Prediction
Di Wu, Yi Shi, Ziyu Wang +2
Recent development in brain-machine interface technology has made seizure prediction possible. However, the communication of large volume of electrophysiological signals between se…
Improve GAN-based Neural Vocoder using Pointwise Relativistic LeastSquare GAN
Congyi Wang, Yu Chen, Bin Wang +1
GAN-based neural vocoders, such as Parallel WaveGAN and MelGAN have attracted great interest due to their lightweight and parallel structures, enabling them to generate high fideli…
Polyphone Disambiguation in Mandarin Chinese with Semi-Supervised Learning
Yi Shi, Congyi Wang, Yu Chen +1
The majority of Chinese characters are monophonic, while a special group of characters, called polyphonic characters, have multiple pronunciations. As a prerequisite of performing…
Adversarial Machine Learning for 5G Communications Security
Yalin E. Sagduyu, Tugba Erpek, Yi Shi
Machine learning provides automated means to capture complex dynamics of wireless spectrum and support better understanding of spectrum resources and their efficient utilization. A…
How to Attack and Defend NextG Radio Access Network Slicing with Reinforcement Learning
Yi Shi, Yalin E. Sagduyu, Tugba Erpek +1
In this paper, reinforcement learning (RL) for network slicing is considered in NextG radio access networks, where the base station (gNodeB) allocates resource blocks (RBs) to the…