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1908.02252
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Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network
IEEE Sensors Journal (IEEE Sens. J.), 2019
6 August 2019
Guangyi Zhang
Vandad Davoodnia
Alireza Sepas-Moghaddam
Yaoxue Zhang
Ali Etemad
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Papers citing
"Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network"
23 / 23 papers shown
EOG Artifact Removal from Single and Multi-channel EEG Recordings through the combination of Long Short-Term Memory Networks and Independent Component Analysis
Behrad TaghiBeyglou
F. Bagheri
50
2
0
25 Aug 2023
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning
International Conference on Multimodal Interaction (ICMI), 2023
Dustin Pulver
Prithila Angkan
Paul Hungler
Ali Etemad
338
19
0
01 Aug 2023
Exploring the Landscape of Ubiquitous In-home Health Monitoring: A Comprehensive Survey
Farhad Pourpanah
Ali Etemad
315
12
0
22 Jun 2023
Upper Limb Movement Execution Classification using Electroencephalography for Brain Computer Interface
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2023
S. Khan
Muhammad Majid
Syed Muhammad Anwar
136
7
0
01 Apr 2023
Partial Label Learning for Emotion Recognition from EEG
IEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2023
Guangyi Zhang
Ali Etemad
384
7
0
25 Feb 2023
MP-SeizNet: A Multi-Path CNN Bi-LSTM Network for Seizure-Type Classification Using EEG
Biomedical Signal Processing and Control (BSPC), 2022
H. Albaqami
Ghulam Mubashar Hassan
A. Datta
291
44
0
09 Nov 2022
Fine-grained Early Frequency Attention for Deep Speaker Recognition
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Amirhossein Hajavi
Ali Etemad
229
5
0
20 Jul 2022
Unified Framework for Identity and Imagined Action Recognition from EEG patterns
IEEE Transactions on Human-Machine Systems (IEEE Trans. Hum.-Mach. Syst.), 2022
M. Buzzelli
Luigi Celona
Paolo Napoletano
165
9
0
09 May 2022
Spatio-temporal Gait Feature with Global Distance Alignment
Yifan Chen
Yang Zhao
Xuelong Li
CVBM
467
0
0
07 Mar 2022
PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition
IEEE Transactions on Affective Computing (IEEE TAC), 2022
Guangyi Zhang
Vandad Davoodnia
Ali Etemad
366
57
0
11 Feb 2022
Spatiotemporal Contrastive Learning of Facial Expressions in Videos
Affective Computing and Intelligent Interaction (ACII), 2021
Shuvendu Roy
Ali Etemad
275
19
0
06 Aug 2021
Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition
Anubha Bhatti
Behnam Behinaein
D. Rodenburg
Paul Hungler
Ali Etemad
162
23
0
04 Aug 2021
Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition
Affective Computing and Intelligent Interaction (ACII), 2021
Guangyi Zhang
Ali Etemad
SSL
208
18
0
28 Jul 2021
Classification of Upper Arm Movements from EEG signals using Machine Learning with ICA Analysis
Pranali Kokate
Sidharth Pancholi
A. Joshi
140
20
0
18 Jul 2021
An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works
Delaram Sadeghi
A. Shoeibi
Navid Ghassemi
Parisa Moridian
Ali Khadem
...
Juan M Gorriz
F. Khozeimeh
Yu-Dong Zhang
S. Nahavandi
U. Acharya
453
123
0
24 Feb 2021
Comparison of Attention-based Deep Learning Models for EEG Classification
Giulia Cisotto
Alessio Zanga
Joanna Chlebus
I. Zoppis
Sara Manzoni
Urszula Markowska-Kaczmar
167
28
0
02 Dec 2020
Deep learning-based classification of fine hand movements from low frequency EEG
Future Internet (FI), 2020
Giulia Bressan
S. Wriessnegger
Giulia Cisotto
176
33
0
13 Nov 2020
View-Invariant Gait Recognition with Attentive Recurrent Learning of Partial Representations
IEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2020
Alireza Sepas-Moghaddam
Ali Etemad
CVBM
184
55
0
18 Oct 2020
Gait Recognition using Multi-Scale Partial Representation Transformation with Capsules
International Conference on Pattern Recognition (ICPR), 2020
Alireza Sepas-Moghaddam
Saeed Ghorbani
N. Troje
Ali Etemad
CVBM
183
26
0
18 Oct 2020
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space
Guangyi Zhang
Ali Etemad
274
28
0
19 Aug 2020
Few-Shot Relation Learning with Attention for EEG-based Motor Imagery Classification
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020
Sion An
Soopil Kim
Philip Chikontwe
Sang Hyun Park
279
47
0
03 Mar 2020
Two-Level Attention-based Fusion Learning for RGB-D Face Recognition
Hardik Uppal
Alireza Sepas-Moghaddam
Michael A. Greenspan
S. A. Etemad
CVBM
389
6
0
29 Feb 2020
Capsule Attention for Multimodal EEG-EOG Representation Learning with Application to Driver Vigilance Estimation
IEEE transactions on neural systems and rehabilitation engineering (TNSRE), 2019
Guangyi Zhang
Ali Etemad
371
64
0
17 Dec 2019
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