BinaryConnect

swMATH35871MaRDI QIDQ51573

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Source code repository: https://github.com/MatthieuCourbariaux/BinaryConnect

Related Items (25)

Pruning deep convolutional neural networks architectures with evolution strategy ⋮ Siamese pyramid residual module with local binary convolution network for single object tracking ⋮ One-stage tree: end-to-end tree builder and pruner ⋮ Some remarks on replicated simulated annealing ⋮ GXNOR-Net: training deep neural networks with ternary weights and activations without full-precision memory under a unified discretization framework ⋮ Stochastic quantization for learning accurate low-bit deep neural networks ⋮ Unnamed Item ⋮ An FPGA Implementation of Deep Spiking Neural Networks for Low-Power and Fast Classification ⋮ Weak approximation of transformed stochastic gradient MCMC ⋮ Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review ⋮ Statistical mechanics of unsupervised feature learning in a restricted Boltzmann machine with binary synapses ⋮ Unnamed Item ⋮ Unnamed Item ⋮ Unnamed Item ⋮ A stable distributed neural controller for physically coupled networked discrete-time system via online reinforcement learning ⋮ Optimization problems for machine learning: a survey ⋮ Deep learning for real-time crime forecasting and its ternarization ⋮ Simple Classification using Binary Data ⋮ Learning quantized neural nets by coarse gradient method for nonlinear classification ⋮ Automated deep abstractions for stochastic chemical reaction networks ⋮ BinaryRelax: A Relaxation Approach for Training Deep Neural Networks with Quantized Weights ⋮ Blended coarse gradient descent for full quantization of deep neural networks ⋮ Stochastic Markov gradient descent and training low-bit neural networks ⋮ Unnamed Item ⋮ Stochastic Rounding and Its Probabilistic Backward Error Analysis

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