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RMSProp optimization from scratch in Python

Understand and implement the RMSProp optimization algorithm in Python. Essential for training deep neural networks efficiently. #RMSProp #Optimization #DeepLearning Denmark facing "decisive moment" ...
IEEE

Power Optimization of KNN Algorithm Based on FPGA

Abstract: In modern Field Programmable Gate Array (FPGA) digital systems, power dissipation has become a critical concern to design digital systems. As size shrinks and density increases in chips, it ...
IEEE

Hardware-Based Calculation of Mean Square Error for Automatic Target Recognition in SAR Images

Abstract: This paper presents a circuit architecture aiming for FPGA synthesis of a processing stage of an Automatic Target Recognition (ATR) algorithm to classify non-cooperative targets in Synthetic ...