Deep Learning for Electromyographic Hand Gesture Signal Classification
Using Transfer Learning

Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning

10 January 2018

Ulysse Côté-Allard

Alexandre Drouin

Alexandre Campeau-Lecours

François Laviolette

Benoit Gosselin

Papers citing "Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning"

18 / 18 papers shown

Title
Spatial Adaptation Layer: Interpretable Domain Adaptation For Biosignal Sensor Array Applications Joao Pereira Michael Alummoottil Dimitrios Halatsis Dario Farina 35 1 0 12 Sep 2024
Topology of surface electromyogram signals: hand gesture decoding on Riemannian manifolds H. T. Gowda Lee M Miller 30 3 0 14 Nov 2023
Adaptive Learning to Speed-Up Control of Prosthetic Hands: a Few Things Everybody Should Know Valentina Gregori A. Gijsberts Barbara Caputo 22 10 0 27 Feb 2017
Two-stream convolutional neural network for accurate RGB-D fingertip detection using depth and edge information Hengkai Guo Guijin Wang Xinghao Chen 23 20 0 23 Dec 2016
Progressive Neural Networks Andrei A. Rusu Neil C. Rabinowitz Guillaume Desjardins Hubert Soyer J. Kirkpatrick Koray Kavukcuoglu Razvan Pascanu R. Hadsell CLL AI4CE 46 2,427 0 15 Jun 2016
Parametric Exponential Linear Unit for Deep Convolutional Neural Networks Ludovic Trottier Philippe Giguère B. Chaib-draa 55 199 0 30 May 2016
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 135 2,338 0 09 May 2016
Revisiting Batch Normalization For Practical Domain Adaptation Yanghao Li Naiyan Wang Jianping Shi Jiaying Liu Xiaodi Hou OOD 56 584 0 15 Mar 2016
EIE: Efficient Inference Engine on Compressed Deep Neural Network Song Han Xingyu Liu Huizi Mao Jing Pu A. Pedram M. Horowitz W. Dally 104 2,453 0 04 Feb 2016
Quantized Convolutional Neural Networks for Mobile Devices Jiaxiang Wu Cong Leng Yuhang Wang Qinghao Hu Jian Cheng MQ 65 1,163 0 21 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 249 747 0 06 Jun 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 476 9,233 0 06 Jun 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 345 9,418 0 28 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 328 43,154 0 11 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 200 18,534 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 840 149,474 0 22 Dec 2014
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 148 8,309 0 06 Nov 2014