Verifying Switched System Stability With Logic

no code implementations • 2 Nov 2021 • Yong Kiam Tan, Stefan Mitsch, André Platzer

Switched systems are known to exhibit subtle (in)stability behaviors requiring system designers to carefully analyze the stability of closed-loop systems that arise from their proposed switching control laws.

Improved Recurrent Neural Networks for Session-based Recommendations

no code implementations • 27 Jun 2016 • Yong Kiam Tan, Xinxing Xu, Yong liu

Recurrent neural networks (RNNs) were recently proposed for the session-based recommendation task.

Data Augmentation Session-Based Recommendations

Multi-Modal Hybrid Deep Neural Network for Speech Enhancement

no code implementations • 15 Jun 2016 • Zhenzhou Wu, Sunil Sivadas, Yong Kiam Tan, Ma Bin, Rick Siow Mong Goh

Enhancement is achieved by learning a nonlinear mapping function from the features of the corrupted speech signal to that of the reference clean speech signal.

Speech Enhancement