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The effect of the forget gate on bifurcation boundaries and dynamics in Recurrent Neural Networks and its implications for gradient-based optimization.
Alexander Rehmer
Andreas Kroll
Published in:
IJCNN (2022)
Keyphrases
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recurrent neural networks
recurrent networks
neural network
echo state networks
feed forward
complex valued
reservoir computing
optimization algorithm
neural model
long short term memory
optimization problems
global optimization
cascade correlation
artificial neural networks
feedforward neural networks
optimization method
real time
hebbian learning
evolutionary algorithm
biologically inspired
nonlinear dynamic systems
probabilistic model
chaotic time series