Biosignals learning and synthesis using deep neural networks
暂无分享,去创建一个
Hugo Gamboa | David Belo | João Rodrigues | João R Vaz | Pedro Pezarat-Correia | J. Vaz | P. Pezarat-Correia | João Rodrigues | H. Gamboa | David Belo
[1] Christopher D. Manning,et al. Effective Approaches to Attention-based Neural Machine Translation , 2015, EMNLP.
[2] Jeffrey M. Hausdorff,et al. Physionet: Components of a New Research Resource for Complex Physiologic Signals". Circu-lation Vol , 2000 .
[3] A. Ruha,et al. A real-time microprocessor QRS detector system with a 1-ms timing accuracy for the measurement of ambulatory HRV , 1997, IEEE Transactions on Biomedical Engineering.
[4] Marc'Aurelio Ranzato,et al. DeViSE: A Deep Visual-Semantic Embedding Model , 2013, NIPS.
[5] Kaushik Sengupta,et al. Dynamic Waveform Shaping With Picosecond Time Widths , 2017, IEEE Journal of Solid-State Circuits.
[6] Jing Peng,et al. An Efficient Gradient-Based Algorithm for On-Line Training of Recurrent Network Trajectories , 1990, Neural Computation.
[7] Patrick E. McSharry,et al. A dynamical model for generating synthetic electrocardiogram signals , 2003, IEEE Transactions on Biomedical Engineering.
[8] Yoshua Bengio,et al. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling , 2014, ArXiv.
[9] Jean-Claude Nunes,et al. Hilbert Transform-Based ECG Modeling , 2005 .
[10] Yoshua Bengio,et al. Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription , 2012, ICML.
[11] Robert D. Nowak,et al. Wavelet-based statistical signal processing using hidden Markov models , 1998, IEEE Trans. Signal Process..
[12] John Salvatier,et al. Theano: A Python framework for fast computation of mathematical expressions , 2016, ArXiv.
[13] A. Koski. Modelling ECG signals with hidden Markov models , 1996, Artif. Intell. Medicine.
[14] Samy Bengio,et al. Show and tell: A neural image caption generator , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[15] Andrew Mehnert,et al. Analysis of phasic and tonic electromyographic signal characteristics: electromyographic synthesis and comparison of novel morphological and linear-envelope approaches. , 2009, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.
[16] Simon King,et al. Investigating gated recurrent neural networks for speech synthesis , 2016 .
[17] Yoshua. Bengio,et al. Learning Deep Architectures for AI , 2007, Found. Trends Mach. Learn..
[18] Richard S. Zemel,et al. Image Question Answering: A Visual Semantic Embedding Model and a New Dataset , 2015, ArXiv.
[19] Trevor Darrell,et al. Long-term recurrent convolutional networks for visual recognition and description , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[20] Hugo Gamboa,et al. ELECTROMYOGRAPHY ONSET DETECTION: NEW METHODOLOGY , 2012 .
[21] Liam Kilmartin,et al. Adaptive Dictionary Reconstruction for Compressed Sensing of ECG Signals , 2017, IEEE Journal of Biomedical and Health Informatics.
[22] Jürgen Schmidhuber,et al. Deep learning in neural networks: An overview , 2014, Neural Networks.
[23] P. Rubel,et al. A neural network approach for patient-specific 12-lead ECG synthesis in patient monitoring environments , 2004, Computers in Cardiology, 2004.
[24] Heiga Zen,et al. Unidirectional long short-term memory recurrent neural network with recurrent output layer for low-latency speech synthesis , 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[25] C. Peng,et al. Age-related alterations in the fractal scaling of cardiac interbeat interval dynamics. , 1996, The American journal of physiology.
[26] Yoshua Bengio,et al. Greedy Layer-Wise Training of Deep Networks , 2006, NIPS.
[27] A. D. Moore,et al. Synthesized EMG waves and their implications. , 1967, American journal of physical medicine.
[28] Geoffrey E. Hinton,et al. Generating Text with Recurrent Neural Networks , 2011, ICML.
[29] Zhizheng Wu,et al. Investigating gated recurrent neural networks for speech synthesis , 2016, ArXiv.
[30] Fei-Fei Li,et al. Visualizing and Understanding Recurrent Networks , 2015, ArXiv.
[31] M. Libkind,et al. Simulation of electromyograms showing interference patterns. , 1970, Electroencephalography and clinical neurophysiology.
[32] Jeffrey Pennington,et al. GloVe: Global Vectors for Word Representation , 2014, EMNLP.
[33] Erik Marchi,et al. Multi-resolution linear prediction based features for audio onset detection with bidirectional LSTM neural networks , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[34] Alex Graves,et al. Generating Sequences With Recurrent Neural Networks , 2013, ArXiv.
[35] Léon Bottou,et al. Large-Scale Machine Learning with Stochastic Gradient Descent , 2010, COMPSTAT.
[36] E. Turajlic,et al. A novel algorithm for ECG parametrization and synthesis , 2012, 2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences.
[37] Christopher Kermorvant,et al. Dropout Improves Recurrent Neural Networks for Handwriting Recognition , 2013, 2014 14th International Conference on Frontiers in Handwriting Recognition.
[38] Jürgen Schmidhuber,et al. LSTM: A Search Space Odyssey , 2015, IEEE Transactions on Neural Networks and Learning Systems.
[39] Adriana Mexicano,et al. Hilbert-Huang transform and neural networks for electrocardiogram modeling and prediction , 2014, 2014 10th International Conference on Natural Computation (ICNC).
[40] Maryam Mohebbi,et al. ECG Denoising Using Marginalized Particle Extended Kalman Filter With an Automatic Particle Weighting Strategy , 2017, IEEE Journal of Biomedical and Health Informatics.
[41] B. J. Copeland,et al. Alan Turing’s Forgotten Ideas in Computer Science , 1999 .
[42] Yoshua Bengio,et al. Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation , 2014, EMNLP.
[43] Wojciech Zaremba,et al. An Empirical Exploration of Recurrent Network Architectures , 2015, ICML.
[44] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[45] I. S. N. Murthy,et al. ECG synthesis via discrete cosine transform , 1989, Images of the Twenty-First Century. Proceedings of the Annual International Engineering in Medicine and Biology Society,.
[46] Jürgen Schmidhuber,et al. Framewise phoneme classification with bidirectional LSTM and other neural network architectures , 2005, Neural Networks.
[47] J. Schmidhuber,et al. A First Look at Music Composition using LSTM Recurrent Neural Networks , 2002 .
[48] Geoffrey E. Hinton,et al. Speech recognition with deep recurrent neural networks , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.