Search Results for author: Kaiwen Tang

Found 4 papers, 2 papers with code

HyperSNN: A new efficient and robust deep learning model for resource constrained control applications

no code implementations16 Aug 2023 Zhanglu Yan, Shida Wang, Kaiwen Tang, Weng-Fai Wong

In light of the increasing adoption of edge computing in areas such as intelligent furniture, robotics, and smart homes, this paper introduces HyperSNN, an innovative method for control tasks that uses spiking neural networks (SNNs) in combination with hyperdimensional computing.

Acrobot Edge-computing +1

Efficient Hyperdimensional Computing

1 code implementation26 Jan 2023 Zhanglu Yan, Shida Wang, Kaiwen Tang, Weng-Fai Wong

Hyperdimensional computing (HDC) is a method to perform classification that uses binary vectors with high dimensions and the majority rule.

Image Classification

BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models

1 code implementation28 Jun 2022 Shibo Hao, Bowen Tan, Kaiwen Tang, Bin Ni, Xiyan Shao, Hengzhe Zhang, Eric P. Xing, Zhiting Hu

The resulting KGs as a symbolic interpretation of the source LMs also reveal new insights into the LMs' knowledge capacities.

Knowledge Graphs

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