ConformalHDC: Uncertainty-Aware Hyperdimensional Computing with Application to Neural Decoding

Ziyi Liang, Hamed Poursiami, Zhishun Yang +5

Hyperdimensional Computing (HDC) offers a computationally efficient paradigm for neuromorphic learning. Yet, it lacks rigorous uncertainty quantification, leading to open decision…