GitHub topics: adaptive-sparse-connectivity
dcmocanu/sparse-evolutionary-artificial-neural-networks
Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).
Language: Python - Size: 67 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 228 - Forks: 65
Related Keywords
adaptive-sparse-connectivity
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artificial-neural-networks
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classification
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complex-networks
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deep-learning
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deep-learning-algorithms
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deep-learning-papers
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deep-neural-networks
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evolutionary-algorithms
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generative-models
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multi-layer-perceptron
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neuroevolution
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randomization
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restricted-boltzmann-machine
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scalability
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scalable-deep-learning
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sparse-evolutionary-training
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sparse-neural-networks
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sparse-training
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sparsity
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