Binary neural networks (BNNs) have been proposed to reduce the heavy memory and computation burdens in deep networks. However, binarized weights activations BNNs cause huge information loss, which leads a severe accuracy decrease, hinders real-world applications of BNNs. To solve this problem, paper, we propose information-enhanced network (IE-Net) improve performance Firstly, design an binary ...