Search Results for author: Sheldon X. -D. Tan

Found 3 papers, 1 papers with code

EM-GAN: Fast Stress Analysis for Multi-Segment Interconnect Using Generative Adversarial Networks

no code implementations27 Apr 2020 Wentian Jin, Sheriff Sadiqbatcha, Jinwei Zhang, Sheldon X. -D. Tan

Based on this observation, we train conditional GAN model using the images of many self-generated multi-segment wires and wire current densities and aging time (as conditions) against the COMSOL simulation results.

Image Generation

GLU3.0: Fast GPU-based Parallel Sparse LU Factorization for Circuit Simulation

1 code implementation1 Aug 2019 Shaoyi Peng, Sheldon X. -D. Tan

In this article, we propose a new GPU-based sparse LU factorization method, called {\it GLU3. 0}, which solves the aforementioned problems.

Distributed, Parallel, and Cluster Computing Data Structures and Algorithms

DEEPEYE: A Compact and Accurate Video Comprehension at Terminal Devices Compressed with Quantization and Tensorization

no code implementations21 May 2018 Yuan Cheng, Guangya Li, Hai-Bao Chen, Sheldon X. -D. Tan, Hao Yu

As it requires a huge number of parameters when exposed to high dimensional inputs in video detection and classification, there is a grand challenge to develop a compact yet accurate video comprehension at terminal devices.

Action Recognition General Classification +5

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