Neural computation for robust and holographic face detection

Neurally-Inspired Hyperdimensional Classification for Efficient and Robust Biosignal Processing

“…In work [58], the proposed method achieves one/few-shot learning on edge devices for the task of epileptic seizure detection. In addition, HDC has also shown significantly faster learning in classifying human faces [59], spam texts [60], texts [61], etc. More recently, researchers also proposed to incorporate uncertainty estimation into HDC-based regression via a customized HDC encoder that randomly drops dimensions [62].…”