BinaryNet

swMATH35872MaRDI QIDQ51574

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

Related Items (21)

Active Subspace of Neural Networks: Structural Analysis and Universal Attacks ⋮ Towards Compact Neural Networks via End-to-End Training: A Bayesian Tensor Approach with Automatic Rank Determination ⋮ Learning in the machine: random backpropagation and the deep learning channel ⋮ Efficient and sparse neural networks by pruning weights in a multiobjective learning approach ⋮ Mining mid-level visual patterns with deep CNN activations ⋮ Stochastic quantization for learning accurate low-bit deep neural networks ⋮ Unnamed Item ⋮ An end-to-end three-dimensional reconstruction framework of porous media from a single two-dimensional image based on deep learning ⋮ Unnamed Item ⋮ Unnamed Item ⋮ 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 ⋮ Rectified binary convolutional networks with generative adversarial learning ⋮ Analyzing and Accelerating the Bottlenecks of Training Deep SNNs With Backpropagation ⋮ BinaryRelax: A Relaxation Approach for Training Deep Neural Networks with Quantized Weights ⋮ Loss aware post-training quantization ⋮ Blended coarse gradient descent for full quantization of deep neural networks ⋮ Stochastic Markov gradient descent and training low-bit neural networks ⋮ Unnamed Item ⋮ Deep Network With Approximation Error Being Reciprocal of Width to Power of Square Root of Depth

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