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Neuron birth-death dynamics accelerates gradient descent and converges asymptotically.
Grant M. Rotskoff
Samy Jelassi
Joan Bruna
Eric Vanden-Eijnden
Published in:
ICML (2019)
Keyphrases
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neural network
early detection
optimal solution
cost function
objective function
sample size
dynamical systems
dynamic model
information systems
evolutionary algorithm
recurrent networks
nonlinear dynamics
feedforward neural networks
cellular automata
worst case
multi agent
decision trees