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Muhammad Saif-ur-Rehman

Ruhr West University of Applied Sciences
H-index:4
Citation Count:202
Views:0

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Adaptive SpikeDeep-classifier: Self-organizing and self-supervised machine learning algorithm for online spike sorting

自适应SpikeDeep-classifier：一种用于在线尖峰排序的自组织和自监督机器学习算法

Neurocomputing
IF6.5
2025-09-040
OAAI
Muhammad Saif-ur-Rehman; Omair Ali; Christian Klaes; Ioannis Iossifidis
Streamlining Sensor Technology: Focusing on Data Fusion and Emotion Evaluation in the e-VITA Project
SENSORS
IF3.5
2025-04-010
OAAI
Mctear, Michael; Jokinen, Kristiina; Roelen, Sonja Dana; Saif-Ur-Rehman, Muhammad; Hariz, Mossaab; Boudy, Jerome; Lohr, Christophe; Szczepaniak, Florian; Wieching, Rainer; Ogawa, Toshimi
Understanding activation patterns in artificial neural networks by exploring stochastic processes: Discriminating generalization from memorization
NEUROCOMPUTING
IF6.5
2024-12-010
OAAI
Lehmler, Stephan Johann; Saif-ur-Rehman, Muhammad; Glasmachers, Tobias; Iossifidis, Ioannis
ConTraNet: A hybrid network for improving the classification of EEG and EMG signals with limited training data
COMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
2024-01-0117
OAAI
Ali, Omair; Saif-ur-Rehman, Muhammad; Glasmachers, Tobias; Iossifidis, Ioannis; Klaes, Christian
Deep transfer learning compared to subject-specific models for sEMG decoders
JOURNAL OF NEURAL ENGINEERING
IF3.8
2022-10-2013
PRE
Lehmler, Stephan Johann; Saif-ur-Rehman, Muhammad; Tobias, Glasmachers; Iossifidis, Ioannis
Enhancing the decoding accuracy of EEG signals by the introduction of anchored-STFT and adversarial data augmentation method
SCIENTIFIC REPORTS
IF3.9
2022-03-1023
OAAI
Ali, Omair; Saif-ur-Rehman, Muhammad; Dyck, Susanne; Glasmachers, Tobias; Iossifidis, Ioannis; Klaes, Christian
Quantifying the alignment error and the effect of incomplete somatosensory feedback on motor performance in a virtual brain-computer-interface setup
SCIENTIFIC REPORTS
IF3.9
2021-02-252
OAAI
Lienkaemper, Robin; Dyck, Susanne; Saif-ur-Rehman, Muhammad; Metzler, Marita; Ali, Omair; Klaes, Christian
SpikeDeep-classifier: a deep-learning based fully automatic offline spike sorting algorithm

SpikeDeep分类器: 一种基于深度学习的全自动离线尖峰排序算法

JOURNAL OF NEURAL ENGINEERING
IF3.8
2020-11-0925
OA
Saif-ur-Rehman, Muhammad; Ali, Omair; Dyck, Susanne; Lienkaemper, Robin; Metzler, Marita; Parpaley, Yaroslav; Wellmer, Joerg; Liu, Charles; Lee, Brian; Kellis, Spencer; Andersen, Richard; Iossifidis, Ioannis; Glasmachers, Tobias; Klaes, Christian
SpikeDeeptector: a deep-learning based method for detection of neural spiking activity

Spikeeptector: 一种基于深度学习的神经尖峰活动检测方法

JOURNAL OF NEURAL ENGINEERING
IF3.8
2019-07-2345
OAAI
Saif-ur-Rehman, Muhammad; Lienkaemper, Robin; Parpaley, Yaroslav; Wellmer, Joerg; Liu, Charles; Lee, Brian; Kellis, Spencer; Andersen, Richard; Iossifidis, Ioannis; Glasmachers, Tobias; Klaes, Christian

Research Directions

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I
Ioannis Iossifidis
H-index:14Papers:79Citations:646
C
Christian Klaes
H-index:15Papers:48Citations:1,755
T
Tobias Glasmachers
H-index:21Papers:146Citations:1,836
O
Omair Ali
H-index:3Papers:5Citations:93
C
Charles Y. Liu
H-index:47Papers:469Citations:9,085
M
Marita Metzler
H-index:4Papers:10Citations:123
S
Susanne Dyck
H-index:3Papers:8Citations:56
S
Stephan Johann Lehmler
H-index:2Papers:8Citations:30
R
Robin Lienkämper
H-index:4Papers:8Citations:113
B
Brian Lee
H-index:27Papers:125Citations:4,691