Optimizing simple deterministically constructed cycle reservoir network with a Redundant Unit Pruning Auto-Encoder algorithm
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DOI: 10.1016/j.neucom.2019.05.035
Abstract: Abstract Echo State Network (ESN) is a specific form of recurrent neural network, which displays very rich dynamics owing to its reservoir based hidden neurons. In the issue, ESN is viewed as a powerful approach… read more here.
Keywords: layer weights; algorithm; network; reservoir ... See more keywords
Monopulse Beam Synthesis Using a Sparse Single Layer of Weights
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Antennas and Propagation"
DOI: 10.1109/tap.2019.2899850
Abstract: A conventional monopulse radar system uses three beams, namely, sum beam, elevation difference beam, and azimuth difference beam, which require different layers of weights to synthesize each beam independently. Since the multilayer structure increases the… read more here.
Keywords: layer weights; single layer; beam synthesis; beam ... See more keywords