6 citations · 6 across the 2 of their papers we have counts for
3 papers
Extreme Low-State Quantized Transformer for Electricity-Load Forecasting
Muhammad Sabbir Alam, Harindra Sandun Mavikumbure, Victor Cobilean +2
Aggressive low-state weight quantization can substantially reduce neural-network representational flexibility, making predictive performance difficult to preserve when only a few d…
Spintronic Physical Reservoir for Autonomous Prediction and Long-Term Household Energy Load Forecasting
Walid Al Misba, Harindra S. Mavikumbure, Md Mahadi Rajib +4
In this study, we have shown autonomous long-term prediction with a spintronic physical reservoir. Due to the short-term memory property of the magnetization dynamics, non-linearit…
RX-ADS: Interpretable Anomaly Detection using Adversarial ML for Electric Vehicle CAN data
Chathurika S. Wickramasinghe, Daniel L. Marino, Harindra S. Mavikumbure +5
Recent year has brought considerable advancements in Electric Vehicles (EVs) and associated infrastructures/communications. Intrusion Detection Systems (IDS) are widely deployed fo…