Mariam Issa

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 12

Top Topics

Reinforcement Learning

Network Intrusion

Sequence Alignment

Artificial Immune

Top Venues

Publications

Junyao Wang, Hanning Chen, Mariam Issa, Sitao Huang, Mohsen Imani
Late Breaking Results: Scalable and Efficient Hyperdimensional Computing for Network Intrusion Detection. CoRR (2023)
Junyao Wang, Hanning Chen, Mariam Issa, Sitao Huang, Mohsen Imani
Late Breaking Results: Scalable and Efficient Hyperdimensional Computing for Network Intrusion Detection. DAC (2023)
Hussam Amrouch, Paul R. Genssler, Mohsen Imani, Mariam Issa, Xun Jiao, Wegdan Mohammad, Gloria Sepanta, Ruixuan Wang
Beyond von Neumann Era: Brain-Inspired Hyperdimensional Computing to the Rescue. ASP-DAC (2023)
Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani
Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing. ACM Great Lakes Symposium on VLSI (2023)
Mariam Issa, Sina Shahhosseini, Yang Ni, Tianyi Hu, Danny Abraham, Amir M. Rahmani, Nikil D. Dutt, Mohsen Imani
Hyperdimensional Hybrid Learning on End-Edge-Cloud Networks. ICCD (2022)
Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani
QHD: A brain-inspired hyperdimensional reinforcement learning algorithm. CoRR (2022)
Hanning Chen, Mariam Issa, Yang Ni, Mohsen Imani
DARL: Distributed Reconfigurable Accelerator for Hyperdimensional Reinforcement Learning. ICCAD (2022)
Yang Ni, Mariam Issa, Danny Abraham, Mahdi Imani, Xunzhao Yin, Mohsen Imani
HDPG: hyperdimensional policy-based reinforcement learning for continuous control. DAC (2022)
Prathyush Poduval, Mariam Issa, Farhad Imani, Cheng Zhuo, Xunzhao Yin, M. Hassan Najafi, Mohsen Imani
Robust In-Memory Computing with Hyperdimensional Stochastic Representation. NANOARCH (2021)
Mariam Issa, Hassan Artail
Using Reflective Intelligent Surfaces for Indoor Scenarios: Channel Modeling and RIS Placement. WiMob (2021)
Mariam Issa, Abdel-karim Ajami, Hassan Artail
PAPR Reduction for Carrier Aggregated OFDM Signals based on a Low Complexity Sequence Alignment Scheme. PIMRC (2019)
Mariam Issa, Abdel-karim Ajami, Hassan Artail, Youssef Nasser
An approximation for the distribution of the peak-to-average power ratio in carrier-aggregated OFDM signals using level crossing rate analysis. WiMob (2017)