67 citations · 68 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 1 cited
Symmetrical SyncMap for Imbalanced General Chunking Problems
Heng Zhang, Danilo Vasconcellos Vargas
Recently, SyncMap pioneered an approach to learn complex structures from sequences as well as adapt to any changes in underlying structures. This is achieved by using only nonlinea…
cs.NE2023★ 67 cited
A Survey on Reservoir Computing and its Interdisciplinary Applications Beyond Traditional Machine Learning
Heng Zhang, Danilo Vasconcellos Vargas
Reservoir computing (RC), first applied to temporal signal processing, is a recurrent neural network in which neurons are randomly connected. Once initialized, the connection stren…