Real-Valued Hyperdimensional Sequence Representations with Hadamard Product Binding and Shift Equivariance

Kenny Schlegel, Dmitri A. Rachkovskij, Denis Kleyko +3

Encoding temporal order is a fundamental requirement for sequence representations in Hyperdimensional Computing. Fractional Power Encoding provides similarity-preserving position v…