39 citations · 52 across the 10 of their papers we have counts for
Showing 2020 · cs.LGShow all
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cs.LG2020★ 9 cited
Prototype-based interpretation of the functionality of neurons in winner-take-all neural networks
Ramin Zarei Sabzevar, Kamaledin Ghiasi-Shirazi, Ahad Harati
Prototype-based learning (PbL) using a winner-take-all (WTA) network based on minimum Euclidean distance (ED-WTA) is an intuitive approach to multiclass classification. By construc…
cs.LG2020
Improving the Backpropagation Algorithm with Consequentialism Weight Updates over Mini-Batches
Naeem Paeedeh, Kamaledin Ghiasi-Shirazi
Many attempts took place to improve the adaptive filters that can also be useful to improve backpropagation (BP). Normalized least mean squares (NLMS) is one of the most successful…