A Review of Hidden Markov Models and Recurrent Neural Networks for Event Detection and Localization in Biomedical Signals

11 December 2020

Papers citing "A Review of Hidden Markov Models and Recurrent Neural Networks for Event Detection and Localization in Biomedical Signals"

23 / 23 papers shown

Title
Upper Esophageal Sphincter Opening Segmentation with Convolutional Recurrent Neural Networks in High Resolution Cervical Auscultation Yassin Khalifa Cara Donohue James L. Coyle E. Sejdić 18 34 0 08 Oct 2020
BCI decoder performance comparison of an LSTM recurrent neural network and a Kalman filter in retrospective simulation Tommy Hosman M. Vilela Daniel Milstein Jessica N. Kelemen David M. Brandman L. Hochberg J. Simeral 18 37 0 24 Dec 2018
Writer-Aware CNN for Parsimonious HMM-Based Offline Handwritten Chinese Text Recognition Zirui Wang Jun Du Jiaming Wang 26 55 0 24 Dec 2018
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging Huy P Phan Fernando Andreotti Navin Cooray Oliver Y. Chén M. D. Vos 89 417 0 28 Sep 2018
Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks S. Shashikumar Amit J. Shah Gari D. Clifford S. Nemati 26 78 0 07 May 2018
Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning Ulysse Côté-Allard C. Fall Alexandre Drouin Alexandre Campeau-Lecours C. Gosselin K. Glette François Laviolette Benoit Gosselin 23 552 0 10 Jan 2018
Gated Recurrent Networks for Seizure Detection M. Golmohammadi S. Ziyabari V. Shah E. Weltin C. Campbell I. Obeid J. Picone 56 58 0 03 Jan 2018
Beat by Beat: Classifying Cardiac Arrhythmias with Recurrent Neural Networks Patrick Schwab G. Scebba Jia Zhang Marco Delai W. Karlen 20 75 0 17 Oct 2017
Convolutional Recurrent Neural Networks for Electrocardiogram Classification Martin Zihlmann Dmytro Perekrestenko Michael Tschannen 36 215 0 17 Oct 2017
SLEEPNET: Automated Sleep Staging System via Deep Learning Siddharth Biswal Joshua A. Kulas Haoqi Sun B. Goparaju M. P. M. Brandon Westover M. Bianchi Jimeng Sun MLAU 24 136 0 26 Jul 2017
Deep Recurrent Neural Networks for seizure detection and early seizure detection systems S. Talathi 37 48 0 10 Jun 2017
Limits of End-to-End Learning Tobias Glasmachers 38 156 0 26 Apr 2017
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG A. Supratak Hao Dong Chao Wu Yike Guo 63 954 0 12 Mar 2017
Deep Recurrent Neural Network for Mobile Human Activity Recognition with High Throughput Masaya Inoue Sozo Inoue T. Nishida HAI BDL 37 250 0 11 Nov 2016
Deep Learning Human Mind for Automated Visual Classification C. Spampinato S. Palazzo I. Kavasidis Daniela Giordano M. Shah Nasim Souly 60 225 0 01 Sep 2016
Comparative evaluation of state-of-the-art algorithms for SSVEP-based BCIs V. Oikonomou G. Liaros Kostantinos Georgiadis E. Chatzilari Katerina Adam S. Nikolopoulos Y. Kompatsiaris 21 56 0 02 Feb 2016
Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation Marijn F. Stollenga Wonmin Byeon Marcus Liwicki Jürgen Schmidhuber 47 294 0 24 Jun 2015
A Critical Review of Recurrent Neural Networks for Sequence Learning Zachary Chase Lipton John Berkowitz Charles Elkan 62 2,327 0 29 May 2015
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 52 2,318 0 20 Oct 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 952 39,383 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 574 23,235 0 03 Jun 2014
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 92 4,025 0 04 Aug 2013
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 103 5,318 0 21 Nov 2012