EEG Signal Processing for Biomedical Applications
This reprint focuses on electroencephalography (EEG) signal processing in biomedical engineering applications. EEG signals are used widely in clinical and research settings to provide cognitive and emotional state information. In addition to capturing complex neural patterns at high speeds, EEG sign...
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| Format: | Online |
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| Language: | English |
| Published: |
MDPI - Multidisciplinary Digital Publishing Institute
2023
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| Online Access: | ONIX_20230405_9783036565354_24 |
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| _version_ | 1869527784766832640 |
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| collection | Directory of Open Access Books |
| description | This reprint focuses on electroencephalography (EEG) signal processing in biomedical engineering applications. EEG signals are used widely in clinical and research settings to provide cognitive and emotional state information. In addition to capturing complex neural patterns at high speeds, EEG signals are a reliable and non-invasive way of measuring the electrical activity in the brain. By examining various novel analysis and signal processing methods, this collection of papers provides a better understanding of cognitive states and brain activity. |
| format | Online |
| id | doab-20.500.12854ir-98745 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-987452024-04-11T15:11:16Z EEG Signal Processing for Biomedical Applications Tran, Yvonne EEG transfer learning review decoding classification e-textile head phantom electroencephalography conductive material mental stress data analysis connectivity network machine Learning deep learning vigilance decrement sustained attention mental fatigue cross-participant cross-task task-generic electroencephalogram wavelet spectrum ridge segmentation phase connectivity epilepsy traumatic brain injury feature extraction functional connectivity network time-frequency features machine learning ALS classifier neural connectivity frequency-specific BCI acupuncture dimensionality neural subspace latent variables attractor adaptive threshold coherence functional connectivity multilayer network otsu phase locking value weighted phase lag index complex Pearson correlation coefficients transcranial magnetic stimulation cerebral cortex stimulation electromagnetic influence neurostimulation brain activity virtual reality neuropathic pain spinal cord injury fractal dimension ERP speech discrimination seizure detection features feature selection motion artifact electroencephalogram (EEG) functional near-infrared spectroscopy (fNIRS) wavelet packet decomposition (WPD) canonical correlation analysis (CCA) n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology This reprint focuses on electroencephalography (EEG) signal processing in biomedical engineering applications. EEG signals are used widely in clinical and research settings to provide cognitive and emotional state information. In addition to capturing complex neural patterns at high speeds, EEG signals are a reliable and non-invasive way of measuring the electrical activity in the brain. By examining various novel analysis and signal processing methods, this collection of papers provides a better understanding of cognitive states and brain activity. 2023-04-05T12:48:58Z 2023-04-05T12:48:58Z 2023 book ONIX_20230405_9783036565354_24 9783036565354 9783036565361 https://directory.doabooks.org/handle/20.500.12854/98745 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/pdfview/book/6752 https://mdpi.com/books/pdfview/book/6752 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-6536-1 10.3390/books978-3-0365-6536-1 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036565354 9783036565361 320 Basel open access |
| spellingShingle | EEG transfer learning review decoding classification e-textile head phantom electroencephalography conductive material mental stress data analysis connectivity network machine Learning deep learning vigilance decrement sustained attention mental fatigue cross-participant cross-task task-generic electroencephalogram wavelet spectrum ridge segmentation phase connectivity epilepsy traumatic brain injury feature extraction functional connectivity network time-frequency features machine learning ALS classifier neural connectivity frequency-specific BCI acupuncture dimensionality neural subspace latent variables attractor adaptive threshold coherence functional connectivity multilayer network otsu phase locking value weighted phase lag index complex Pearson correlation coefficients transcranial magnetic stimulation cerebral cortex stimulation electromagnetic influence neurostimulation brain activity virtual reality neuropathic pain spinal cord injury fractal dimension ERP speech discrimination seizure detection features feature selection motion artifact electroencephalogram (EEG) functional near-infrared spectroscopy (fNIRS) wavelet packet decomposition (WPD) canonical correlation analysis (CCA) n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology EEG Signal Processing for Biomedical Applications |
| title | EEG Signal Processing for Biomedical Applications |
| title_full | EEG Signal Processing for Biomedical Applications |
| title_fullStr | EEG Signal Processing for Biomedical Applications |
| title_full_unstemmed | EEG Signal Processing for Biomedical Applications |
| title_short | EEG Signal Processing for Biomedical Applications |
| title_sort | eeg signal processing for biomedical applications |
| topic | EEG transfer learning review decoding classification e-textile head phantom electroencephalography conductive material mental stress data analysis connectivity network machine Learning deep learning vigilance decrement sustained attention mental fatigue cross-participant cross-task task-generic electroencephalogram wavelet spectrum ridge segmentation phase connectivity epilepsy traumatic brain injury feature extraction functional connectivity network time-frequency features machine learning ALS classifier neural connectivity frequency-specific BCI acupuncture dimensionality neural subspace latent variables attractor adaptive threshold coherence functional connectivity multilayer network otsu phase locking value weighted phase lag index complex Pearson correlation coefficients transcranial magnetic stimulation cerebral cortex stimulation electromagnetic influence neurostimulation brain activity virtual reality neuropathic pain spinal cord injury fractal dimension ERP speech discrimination seizure detection features feature selection motion artifact electroencephalogram (EEG) functional near-infrared spectroscopy (fNIRS) wavelet packet decomposition (WPD) canonical correlation analysis (CCA) n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| topic_facet | EEG transfer learning review decoding classification e-textile head phantom electroencephalography conductive material mental stress data analysis connectivity network machine Learning deep learning vigilance decrement sustained attention mental fatigue cross-participant cross-task task-generic electroencephalogram wavelet spectrum ridge segmentation phase connectivity epilepsy traumatic brain injury feature extraction functional connectivity network time-frequency features machine learning ALS classifier neural connectivity frequency-specific BCI acupuncture dimensionality neural subspace latent variables attractor adaptive threshold coherence functional connectivity multilayer network otsu phase locking value weighted phase lag index complex Pearson correlation coefficients transcranial magnetic stimulation cerebral cortex stimulation electromagnetic influence neurostimulation brain activity virtual reality neuropathic pain spinal cord injury fractal dimension ERP speech discrimination seizure detection features feature selection motion artifact electroencephalogram (EEG) functional near-infrared spectroscopy (fNIRS) wavelet packet decomposition (WPD) canonical correlation analysis (CCA) n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| url | ONIX_20230405_9783036565354_24 |