7 citations · 12 across the 18 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
cs.RO2023★ 2 cited
HyperSNN: A new efficient and robust deep learning model for resource constrained control applications
Zhanglu Yan, Shida Wang, Kaiwen Tang +1
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 co…
cs.LG2023
Improve Long-term Memory Learning Through Rescaling the Error Temporally
Shida Wang, Zhanglu Yan
This paper studies the error metric selection for long-term memory learning in sequence modelling. We examine the bias towards short-term memory in commonly used errors, including…
cs.LG2023★ 7 cited
Efficient Hyperdimensional Computing
Zhanglu Yan, Shida Wang, Kaiwen Tang +1
Hyperdimensional computing (HDC) is a method to perform classification that uses binary vectors with high dimensions and the majority rule. This approach has the potential to be en…