Binary classification using ensemble neural networks and interval neutrosophic sets. Neurocomputing 2009, 72, 2845-2856. [CrossRef]P. Kraipeerapun and C.C. Fung. Binary clas- sification using ensemble neural networks and interval neutrosophic sets. Neurocomputing, 72:2845-2856, 2009....
Using DEA-neural network approach to solve binary classification problems. Lotfi F H,Jahanshahloo G R,Givehchi S, et al. Journal of Data Envelopment Analysis and Decision Science . 2013H. F. Lotfi, R. G. Jahanshahloo, S. Givehchi, and M. Vaez- Ghasemi, "Using DEA-neural network ...
When using a neural network for binary classification, you can encode the value to predict using just one node with a value of 0 or 1, or you can use two nodes with values of (0, 1) or (1, 0). For a reason I’ll explain shortly, when using CNTK, it’s much better to us...
Keywords:Binary Convolution, Deep Learning, Convolutional Neural Network, Binary Neural Networks, Binary Deep Learning 1 Introduction 深度神经网络(DNN)在包括计算机视觉和语音识别在内的多个应用领域显示出显著的改进。在计算机视觉中,一种特殊类型的DNN,称为卷积神经网络(CNN),已经在目标识别[1,2,3,4]和检测[...
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks ECCV2016 http://allenai.org/plato/xnornet 本文介绍了两种二值网络: Binary-Weight-Networks 和 XNOR-Networks,Binary-Weight-Networks 只对滤波器 filters 进行二值化,XNOR-Networks 同时对 滤波器 和滤波器的输入进行二值化,这里的滤...
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks,程序员大本营,技术文章内容聚合第一站。
Xnor-net: Imagenet classification using binary convolutional neural networks[C]//ECCV. Springer, Cham, 2016: 525-542. [4] Li Z, Ni B, Zhang W, et al. Performance guaranteed network acceleration via high-order residual quantization[C]//IEEE ICVV. 2017: 2584-2592. [5] Hou L, Yao Q,...
ImageNet Classification with Deep Convolutional Neural Networks 论文阅读 文章地址 ImageNet Classification with Deep Convolutional Neural Networks 论文阅读 摘要 一、Introduction 1.1 论文贡献 二、ImageNet数据集 三、The Architecture 3.1 **函数 3.2 多种GPU的训练 3.3 本地响应标准化 3.4 重叠池化 3.5 总体...
XNOR-Net ImageNet Classification Using Binary Convolutional Neural Networks 本人想把算法思想实现在mxnet上(不单纯是一个layer),有意愿一起的小伙伴可以联系我,本人qq(邮箱):564326047(@qq.com),或者直接在下面留言。 一、Introduction A. 相关工作 论文中提到了好几种加速DNN的方法,由于小w精力有限,并没有一一...
"Towards Accurate Binary Convolutional Neural Network"这篇文章提出了ABCnet,是一种表示精度较高的二值化网络结构(作为XNORnet的演进)。有关XNORnet及其优势可以参考论文:"XNORNet: ImageNet Classification Using Binary Convolutional Neur... 查看原文 Model Compression and Acceleration Overview ...