Both Knees fNIRS MI dataset
<p><br></p><p dir="ltr">This dataset contains functional near-infrared spectroscopy (fNIRS) signals recorded during motor imagery (MI) tasks of lower limb movements. Data were collected from 22 healthy participants using the NIRSport2 system (NIRx Medical Technologi...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , , |
| منشور في: |
2025
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| الموضوعات: | |
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إضافة وسم
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| _version_ | 1852014097598513152 |
|---|---|
| author | Hammad Gilani (8060012) |
| author2 | Haroon Khan (22121733) Hamza Shabbir Minhas (22118918) Noman Naseer (15078087) Peyman Mirtaheri (22121736) |
| author2_role | author author author author |
| author_facet | Hammad Gilani (8060012) Haroon Khan (22121733) Hamza Shabbir Minhas (22118918) Noman Naseer (15078087) Peyman Mirtaheri (22121736) |
| author_role | author |
| dc.creator.none.fl_str_mv | Hammad Gilani (8060012) Haroon Khan (22121733) Hamza Shabbir Minhas (22118918) Noman Naseer (15078087) Peyman Mirtaheri (22121736) |
| dc.date.none.fl_str_mv | 2025-12-09T05:08:09Z |
| dc.identifier.none.fl_str_mv | 10.6084/m9.figshare.29979529.v1 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Both_Knees_fNIRS_MI_dataset/29979529 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Computational neuroscience (incl. mathematical neuroscience and theoretical neuroscience) fNIRS Functional near-infrared spectroscopy (fNIRS) Dataset motor imagery (MI) lower limb movements Ankle Dorsiflexion Ankle Plantarflexion Knee Flexion Knee Extension Neuroimaging Motor Cortex Brain–Computer Interface (BCI) |
| dc.title.none.fl_str_mv | Both Knees fNIRS MI dataset |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <p><br></p><p dir="ltr">This dataset contains functional near-infrared spectroscopy (fNIRS) signals recorded during motor imagery (MI) tasks of lower limb movements. Data were collected from 22 healthy participants using the NIRSport2 system (NIRx Medical Technologies, Germany) at a sampling frequency of 10.1725 Hz. Each recording session lasted 180 seconds and included motor imagery of ankle dorsiflexion and plantarflexion (left, right, and both) as well as knee flexion and extension (left, right, and both).</p><p dir="ltr">The dataset includes:</p><p><br></p><ul><li><b>Raw data:</b> Original <code>.nirs</code> files for each participant.<br></li><li><b>Preprocessed data:</b> Butterworth bandpass-filtered signals (0.01–0.3 Hz), provided in Excel files for each participant.<br></li></ul><p dir="ltr">This dataset can be used to explore neural signatures of lower limb motor imagery, develop brain-computer interface (BCI) algorithms, and investigate cortical hemodynamics associated with motor planning and control.<br><br><b>Citaion Instructions / Notes:</b></p><p dir="ltr">For more details read mentioned articel below and cite this original data paper of this project published in <a href="https://www.frontiersin.org/journals/robotics-and-ai/articles/10.3389/frobt.2025.1695169/full" rel="noreferrer" target="_blank"> Frontiers in Robotics and AI</a>, when using in studies.<br><a href="https://doi.org/10.3389/frobt.2025.1695169" target="_blank">https://doi.org/10.3389/frobt.2025.1695169<br></a></p><p dir="ltr"><br></p><p dir="ltr"><b>The project includes following datasets: </b></p><ol><li>Right Knee fNIRS MI Dataset 10.6084/m9.figshare.29983768</li><li>Left Knee fNIRS MI Dataset 10.6084/m9.figshare.29983828</li><li>Right Ankle fNIRS MI Dataset 10.6084/m9.figshare.29983615</li><li>Left Ankle fNIRS MI Dataset 10.6084/m9.figshare.29979727</li><li>Both Knees fNIRS MI dataset 10.6084/m9.figshare.29979529</li><li>Both Ankle fNIRS MI dataset 10.6084/m9.figshare.29979421</li></ol><p></p> |
| eu_rights_str_mv | openAccess |
| id | Manara_ffaa2e5ca1a821cc597e6be074304bbf |
| identifier_str_mv | 10.6084/m9.figshare.29979529.v1 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/29979529 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Both Knees fNIRS MI datasetHammad Gilani (8060012)Haroon Khan (22121733)Hamza Shabbir Minhas (22118918)Noman Naseer (15078087)Peyman Mirtaheri (22121736)Computational neuroscience (incl. mathematical neuroscience and theoretical neuroscience)fNIRSFunctional near-infrared spectroscopy (fNIRS) Datasetmotor imagery (MI)lower limb movementsAnkle DorsiflexionAnkle PlantarflexionKnee FlexionKnee ExtensionNeuroimagingMotor CortexBrain–Computer Interface (BCI)<p><br></p><p dir="ltr">This dataset contains functional near-infrared spectroscopy (fNIRS) signals recorded during motor imagery (MI) tasks of lower limb movements. Data were collected from 22 healthy participants using the NIRSport2 system (NIRx Medical Technologies, Germany) at a sampling frequency of 10.1725 Hz. Each recording session lasted 180 seconds and included motor imagery of ankle dorsiflexion and plantarflexion (left, right, and both) as well as knee flexion and extension (left, right, and both).</p><p dir="ltr">The dataset includes:</p><p><br></p><ul><li><b>Raw data:</b> Original <code>.nirs</code> files for each participant.<br></li><li><b>Preprocessed data:</b> Butterworth bandpass-filtered signals (0.01–0.3 Hz), provided in Excel files for each participant.<br></li></ul><p dir="ltr">This dataset can be used to explore neural signatures of lower limb motor imagery, develop brain-computer interface (BCI) algorithms, and investigate cortical hemodynamics associated with motor planning and control.<br><br><b>Citaion Instructions / Notes:</b></p><p dir="ltr">For more details read mentioned articel below and cite this original data paper of this project published in <a href="https://www.frontiersin.org/journals/robotics-and-ai/articles/10.3389/frobt.2025.1695169/full" rel="noreferrer" target="_blank"> Frontiers in Robotics and AI</a>, when using in studies.<br><a href="https://doi.org/10.3389/frobt.2025.1695169" target="_blank">https://doi.org/10.3389/frobt.2025.1695169<br></a></p><p dir="ltr"><br></p><p dir="ltr"><b>The project includes following datasets: </b></p><ol><li>Right Knee fNIRS MI Dataset 10.6084/m9.figshare.29983768</li><li>Left Knee fNIRS MI Dataset 10.6084/m9.figshare.29983828</li><li>Right Ankle fNIRS MI Dataset 10.6084/m9.figshare.29983615</li><li>Left Ankle fNIRS MI Dataset 10.6084/m9.figshare.29979727</li><li>Both Knees fNIRS MI dataset 10.6084/m9.figshare.29979529</li><li>Both Ankle fNIRS MI dataset 10.6084/m9.figshare.29979421</li></ol><p></p>2025-12-09T05:08:09ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.6084/m9.figshare.29979529.v1https://figshare.com/articles/dataset/Both_Knees_fNIRS_MI_dataset/29979529CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/299795292025-12-09T05:08:09Z |
| spellingShingle | Both Knees fNIRS MI dataset Hammad Gilani (8060012) Computational neuroscience (incl. mathematical neuroscience and theoretical neuroscience) fNIRS Functional near-infrared spectroscopy (fNIRS) Dataset motor imagery (MI) lower limb movements Ankle Dorsiflexion Ankle Plantarflexion Knee Flexion Knee Extension Neuroimaging Motor Cortex Brain–Computer Interface (BCI) |
| status_str | publishedVersion |
| title | Both Knees fNIRS MI dataset |
| title_full | Both Knees fNIRS MI dataset |
| title_fullStr | Both Knees fNIRS MI dataset |
| title_full_unstemmed | Both Knees fNIRS MI dataset |
| title_short | Both Knees fNIRS MI dataset |
| title_sort | Both Knees fNIRS MI dataset |
| topic | Computational neuroscience (incl. mathematical neuroscience and theoretical neuroscience) fNIRS Functional near-infrared spectroscopy (fNIRS) Dataset motor imagery (MI) lower limb movements Ankle Dorsiflexion Ankle Plantarflexion Knee Flexion Knee Extension Neuroimaging Motor Cortex Brain–Computer Interface (BCI) |