Abstract: This paper presents an innovative auto batching scheme designed to optimize Long Short-Term Memory (LSTM) inference on Field-Programmable Gate Array (FPGA) platforms. Existing block batching ...
Optimizing Household Energy Consumption Prediction with Recursive Feature Elimination and LSTM-Keras
Abstract: Accurate prediction of household energy consumption is crucial for effective resource management, cost reduction, environmental sustainability, and the stability of energy grids. This paper ...
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