Multiclass Linear Perceptrons With Multiplicative Margins.
Owing to their simplicity, minimalistic design, and computational efficiency, MMPerc classifiers are promising candidates for conventional machine learning tasks, linear evaluation of deep neural networks, integration with hyperdimensional computing and vector symbolic architecture representations, and deployment in re...
D. Rachkovskij, Evgeny Osipov, O. Volkov et al.
· Neural Computation · 0 citations