Search Results - Linear decoding analysis

Random Linear Streaming Codes in the Finite Memory Length and Decoding Deadline Regime-Part I: Exact Analysis by Su, Pin-Wen, Huang, Yu-Chih, Lin, Shih-Chun, Wang, I-Hsiang, Wang, Chih-Chun

“… appealing for delay sensitive applications. Existing works on streaming code performance either focused on the asymptotic error-exponent analyses, or on the optimal code construction under deterministic adversarial channel models…”
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Probabilistic Analysis of Linear Programming Decoding by Daskalakis, C., Dimakis, A.G., Karp, R.M., Wainwright, M.J.

“…We initiate the probabilistic analysis of linear programming (LP) decoding of low-density parity-check (LDPC) codes…”
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Methods of analysis of linear integer decoding pseudo-random codes by Tamila Valerievna Lavrovska, Sergey Gennadiyevich Rassomakhin, Aleksandr Olegovich Malofey

“… But today this technology isn't applied because decoding of such codes is connected to use of the rule of maximum likelihood. For blocks 20-30 channel characters is computationally infeasible. The method of decoding of pseudorandom codes on the basis of application of a method of branches and boundaries is offered…”
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How to reveal the secrets of an obscure white-box implementation by Goubin, Louis, Paillier, Pascal, Rivain, Matthieu, Wang, Junwei

“…White-box cryptography (WBC) protects key extraction from software implementations of cryptographic primitives. Many academic works have been done achieving…”
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Time-Variant Linear Discriminant Analysis Improves Hand Gesture and Finger Movement Decoding for Invasive Brain-Computer Interfaces by Gruenwald, Johannes, Znobishchev, Andrei, Kapeller, Christoph, Kamada, Kyousuke, Scharinger, Josef, Guger, Christoph

“… For classification experiments, high-gamma bandpower features and linear discriminant analysis (LDA) are commonly used due to simplicity and robustness…”
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Decoding Kinematic Information From Primary Motor Cortex Ensemble Activities Using a Deep Canonical Correlation Analysis by Kim, Min-Ki, Sohn, Jeong-Woo, Kim, Sung-Phil

“… In this study, we propose an efficient decoding algorithm using a deep canonical correlation analysis (DCCA…”
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Decoding Backward Walking Neuromechanics: An Integrated Linear and Fractal EMG-Kinematic Analysis Revealing Therapeutic Potential from Normative Gait Signatures by Bouamama, Ayman, Matur, Firat, Buyuksarac, Bora

“… This study comprehensively analyzed linear and nonlinear (using Higuchi's Fractal Dimension…”
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Interpretability of Multivariate Brain Maps in Linear Brain Decoding: Definition, and Heuristic Quantification in Multivariate Analysis of MEG Time-Locked Effects by Kia, Seyed Mostafa, Vega Pons, Sandro, Weisz, Nathan, Passerini, Andrea

“… Linear classifiers are widely employed in the brain decoding paradigm to discriminate among experimental conditions…”
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Interpretable many-class decoding for MEG by Csaky, Richard, van Es, Mats W.J., Jones, Oiwi Parker, Woolrich, Mark

“… Such analyses are mainly performed using linear, pairwise, sliding window decoding models. These allow for relative ease of interpretation, e.g…”
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Decoding magnetoencephalographic rhythmic activity using spectrospatial information by Kauppi, Jukka-Pekka, Parkkonen, Lauri, Hari, Riitta, Hyvärinen, Aapo

“…We propose a new data-driven decoding method called Spectral Linear Discriminant Analysis (Spectral LDA…”
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Real-Time and Offline Evaluation of Myoelectric Pattern Recognition for the Decoding of Hand Movements by Abbaspour, Sara, Naber, Autumn, Ortiz-Catalan, Max, GholamHosseini, Hamid, Lindén, Maria

“… However, most investigations have been conducted offline by performing the analysis on pre-recorded datasets…”
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Reveal the mechanism of brain function with fluorescence microscopy at single-cell resolution: from neural decoding to encoding by Li, Kangchen, Liang, Huanwei, Qiu, Jialing, Zhang, Xulan, Cai, Bobo, Wang, Depeng, Zhang, Diming, Lin, Bingzhi, Han, Haijun, Yang, Geng, Zhu, Zhijing

“… through the stimulation of specific neurons. We thoroughly analyze the application of fluorescence imaging techniques, particularly two-photon fluorescence imaging, in decoding neural activities, showcasing the theoretical analysis…”
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Effects of Head Start REDI on Children's Outcomes 1 Year Later in Different Kindergarten Contexts by Bierman, Karen L., Nix, Robert L., Heinrichs, Brenda S., Domitrovich, Celene E., Gest, Scott D., Welsh, Janet A., Gill, Sukhdeep

“… Hierarchical linear analyses revealed that the REDI intervention promoted kindergarten phonemic decoding skills, learning engagement, and competent social problem-solving skills, and reduced aggressive–disruptive behavior…”
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Decoding Single-Hand and Both-Hand Movement Directions From Noninvasive Neural Signals by Wang, Jiarong, Bi, Luzheng, Fei, Weijie, Guan, Cuntai

“… The linear discriminant analysis (LDA) and support vector machine (SVM) classifiers were used for decoding…”
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A multi-layer EEG fusion decoding method with channel selection for multi-brain motor imagery by Zhu, Li, Xin, Yankai, Yang, Yu, Kong, Wanzeng

“…; this strategy is combined with multiple linear discriminant analysis (MLDA) for decoding intentions via both data-layer and decision-layer strategies…”
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Online learning in neural decoding using incremental linear discriminant analysis by Yaesop Lee, Madayambath, Sreenuj Chellath, Yanzhou Liu, Da-Ting Lin, Rong Chen, Bhattacharyya, Shuvra S.

“… Linear discriminant analysis (LDA) has been successfully used in pattern recognition and machine learning to find the set of discriminant vectors to characterize two or more classes of objects…”
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Effects of Cognitive Distraction on Upper Limb Movement Decoding From EEG Signals by Fei, Weijie, Bi, Luzheng, Wang, Jiarong, Xia, Shengchao, Fan, Xinan, Guan, Cuntai

“…Objective: Hand movement decoding from electroencephalograms (EEG) signals is vital to the rehabilitation and assistance of upper limb-impaired patients…”
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Vocal Emotion Perception and Musicality—Insights from EEG Decoding by Lehnen, Johannes M., Schweinberger, Stefan R., Nussbaum, Christine

“… By employing a neural decoding framework with a Linear Discriminant Analysis classifier, we tracked the evolution of emotion representations over time in the EEG signal…”
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Decoding EEG rhythms offline and online during motor imagery for standing and sitting based on a brain-computer interface by Triana-Guzman, Nayid, Orjuela-Cañon, Alvaro D., Jutinico, Andres L., Mendoza-Montoya, Omar, Antelis, Javier M.

“…) method and the regularized linear discriminant analysis (RLDA) technique for decoding EEG rhythms offline and online during motor imagery for standing and sitting…”
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Decoding imagined speech with delay differential analysis by Carvalho, Vinícius Rezende, Mendes, Eduardo Mazoni Andrade Marçal, Fallah, Aria, Sejnowski, Terrence J., Comstock, Lindy, Lainscsek, Claudia

“… This study explores the application of a novel non-linear method for signal processing, delay differential analysis (DDA…”
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