2 papers
cs.CR2023
Late Breaking Results: Scalable and Efficient Hyperdimensional Computing for Network Intrusion Detection
Junyao Wang, Hanning Chen, Mariam Issa +2
Cybersecurity has emerged as a critical challenge for the industry. With the large complexity of the security landscape, sophisticated and costly deep learning models often fail to…
cs.LG2022
Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing
Yang Ni, Danny Abraham, Mariam Issa +3
Reinforcement Learning (RL) has opened up new opportunities to enhance existing smart systems that generally include a complex decision-making process. However, modern RL algorithm…