DistHD：一种面向超维度分类的学习者感知动态编码方法（英文版）

英文标题：DistHD: A Learner-Aware Dynamic Encoding Method for Hyperdimensional Classification中文摘要：本研究提出了一种新的动态编码技术 DistHD，可有效发现和重构误导分类和影响学习质量的维度，从而加速学习过程，并以较低的维度达到所需的准确性。英文摘要：Brain-inspired hyperdimensional computing (HDC) has been recently considereda promising learning approach for resource-constrained devices. However,existing approaches use static encoders that are never updated during thelearning process. Consequently, it requires a very high dimensionality toachieve adequate accuracy, severely