
BinaryConnect
 Referenced in 24 articles
[sw35871]
 BinaryConnect: Training Deep Neural Networks with binary weights during propagations. Deep Neural Networks (DNN) have ... components of the digital implementation of neural networks. We introduce BinaryConnect, a method which consists...

Reluplex
 Referenced in 20 articles
[sw31367]
 Efficient SMT Solver for Verifying Deep Neural Networks. Deep neural networks have emerged ... technique for verifying properties of deep neural networks (or providing counterexamples). The technique ... crucial ingredient in many modern neural networks. The verification procedure tackles neural networks ... technique on a prototype deep neural network implementation of the nextgeneration airborne collision avoidance...

BinaryNet
 Referenced in 21 articles
[sw35872]
 Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained ... introduce a method to train Binarized Neural Networks (BNNs)  neural networks with binary weights...

DeepLab
 Referenced in 36 articles
[sw15303]
 responses are computed within Deep Convolutional Neural Networks. It also allows us to effectively enlarge...

SSD
 Referenced in 32 articles
[sw26652]
 images using a single deep neural network. Our approach, named SSD, discretizes the output space...

Xception
 Referenced in 22 articles
[sw39068]
 interpretation of Inception modules in convolutional neural networks as being an intermediate step inbetween ... propose a novel deep convolutional neural network architecture inspired by Inception, where Inception modules have...

LSTM
 Referenced in 30 articles
[sw03373]
 human brain is a recurrent neural network (RNN): a network of neurons with feedback connections...

XNORNet
 Referenced in 21 articles
[sw39593]
 ImageNet Classification Using Binary Convolutional Neural Networks. We propose two efficient approximations to standard convolutional ... neural networks: BinaryWeightNetworks and XNORNetworks. In BinaryWeightNetworks, the filters...

MobileNets
 Referenced in 21 articles
[sw39590]
 MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications. We present a class of efficient ... convolutions to build light weight deep neural networks. We introduce two simple global hyperparameters...

ART 3
 Referenced in 27 articles
[sw08755]
 distributed pattern recognition codes in a neural network hierarchy is introduced. The search process functions...

SegNet
 Referenced in 27 articles
[sw27575]
 novel and practical deep fully convolutional neural network architecture for semantic pixelwise segmentation termed...

Evolino
 Referenced in 19 articles
[sw36450]
 linear search for sequence learning. Current Neural Network learning algorithms are limited in their ability ... systems. Most supervised gradientbased recurrent neural networks (RNNs) suffer from a vanishing error signal...

NETT
 Referenced in 15 articles
[sw41773]
 NETT: Solving Inverse Problems with Deep Neural Networks. Recovering a function or highdimensional parameter ... novel algorithms using deep learning and neural networks for inverse problems appeared. While still ... regularizer defined by a trained neural network. We derive wellposedness results and quantitative error ... different from any previous work using neural networks for solving inverse problems. A possible data...

FUNFITS
 Referenced in 26 articles
[sw02191]
 gotten from CRAN (www.cran.rproject.org). The rest  neural networks, global and local Lyapunov exponents  is here...

MatConvNet
 Referenced in 18 articles
[sw15651]
 MatConvNet – convolutional neural networks for MATLAB. MatConvNet is an open source implementation of Convolutional Neural...

faraway
 Referenced in 24 articles
[sw04357]
 trees, and even the use of neural networks in statistics. To demonstrate the interplay...

DeepFool
 Referenced in 14 articles
[sw20937]
 accurate method to fool deep neural networks. Stateoftheart deep neural networks have ... efficiently compute perturbations that fool deep networks, and thus reliably quantify the robustness of these ... accurate method to fool deep neural networks...

CliffMath
 Referenced in 23 articles
[sw04955]
 limited to, wireless communications, neural networks, electrical circuits, transportation, and the world wide web. Examples...

nnet
 Referenced in 16 articles
[sw07922]
 package nnet: Feedforward Neural Networks and Multinomial LogLinear Models. Software for feedforward ... neural networks with a single hidden layer, and for multinomial loglinear models...

DeepFace
 Referenced in 22 articles
[sw21625]
 representation from a ninelayer deep neural network. This deep network involves more than...