A Robust Evolutionary Algorithm for Training Neural Networks

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Choice Reviews Online · 1989 · 49.3K citations

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Learning long-term dependencies with gradient descent is difficult

Yoshua Bengio, P. Simard, Paolo Frasconi · IEEE Transactions on Neural Networks · 1994 · 8.5K citations

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Approximation capabilities of multilayer feedforward networks

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The Cascade-Correlation learning architecture

Scott E. Fahlman, Christian Lebière · Research Showcase @ Carnegie Mellon University (Carnegie Mellon University) · 2018 · 2.4K citations · Full text

Computing, Computer Science, Computer Networks +12

Predictive Models for the Breeder Genetic Algorithm I. Continuous Parameter Optimization

Heinz Mühlenbein, Dirk Schlierkamp-Voosen · Evolutionary Computation · 1993 · 1.2K citations

Architecture, Mathematics, Evolutionary Genetics +15