Publications (15)
LogAction: Consistent Cross-system Anomaly Detection through Logs via Active Domain Adaptation
Chiming Duan, Minghua He, Pei Xiao +11
Log-based anomaly detection is a essential task for ensuring the reliability and performance of software systems. However, the performance of existing anomaly detection methods hea…
Biological Processing Units: Leveraging an Insect Connectome to Pioneer Biofidelic Neural Architectures
Siyu Yu, Zihan Qin, Tingshan Liu +4
The complete connectome of the Drosophila larva brain offers a unique opportunity to investigate whether biologically evolved circuits can support artificial intelligence. We conve…
Battery-like Supercapacitors from Vertically Aligned Carbon Nanofibers Coated Diamond: Design and Demonstrator
Siyu Yu, Nianjun Yang, Michael Vogel +6
Battery-like supercapacitors feature high power and energy densities as well as long-term capacitance retention. The utilized capacitor electrodes are thus better to have large sur…
A Novel Brain Decoding Method: a Correlation Network Framework for Revealing Brain Connections
Siyu Yu, Nanning Zheng, Yongqiang Ma +2
Brain decoding is a hot spot in cognitive science, which focuses on reconstructing perceptual images from brain activities. Analyzing the correlations of collected data from human…
Granger Causality Analysis Based on Quantized Minimum Error Entropy Criterion
Badong Chen, Rongjin Ma, Siyu Yu +2
Linear regression model (LRM) based on mean square error (MSE) criterion is widely used in Granger causality analysis (GCA), which is the most commonly used method to detect the ca…
Detecting Drivable Area for Self-driving Cars: An Unsupervised Approach
Ziyi Liu, Siyu Yu, Xiao Wang +1
It has been well recognized that detecting drivable area is central to self-driving cars. Most of existing methods attempt to locate road surface by using lane line, thereby restri…