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Neural tensor contractions and the expressive power of deep neural quantum states

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Neural tensor contractions and the expressive power of deep neural quantum states

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Fluorescence lifetime imaging with a megapixel SPAD camera and neural network lifetime estimation

Reservoir Computing meets Recurrent Kernels and Structured Transforms

An End-to-End Networks to Synthetize Intonation using a Generalized Command Response Model

Evaluating and Interpreting Deep Convolutional Neural Networks via Non-negative Matrix Factorization

Biologically plausible deep learning – but how far can we go with shallow networks?

Language Independent Query by Example Spoken Term Detection

Analog Neural Networks with Deep-submicron Nonlinear Synapses

Analog Neural Networks with Deep-submicron Nonlinear Synapses

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Provable Robustness of ReLU networks via Maximization of Linear Regions