Search Results - "Gogeascoechea, Antonio"

On-line anxiety level detection from biosignals: Machine learning based on a randomized controlled trial with spider-fearful individuals by Ihmig, Frank R, H., Antonio Gogeascoechea, Neurohr-Parakenings, Frank, Schäfer, Sarah K, Lass-Hennemann, Johanna, Michael, Tanja

“…We present performance results concerning the validation for anxiety level detection based on trained mathematical models using supervised machine learning…”
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Person-Specific Biophysical Modeling of Alpha-Motoneuron Pools Driven by in vivo Decoded Neural Synaptic Input by Ornelas-Kobayashi, Rafael, Gogeascoechea, Antonio, Sartori, Massimo

“…Interfacing with alpha-motoneurons (MNs) is key to understand and control motor impairment and neurorehabilitation technologies. Depending on the…”
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Characterization of Motor Unit Firing and Twitch Properties for Decoding Musculoskeletal Force in the Human Ankle Joint In Vivo by Gogeascoechea, Antonio, Ornelas-Kobayashi, Rafael, Yavuz, Utku S., Sartori, Massimo

“…Understanding how motor units (MUs) contribute to skeletal mechanical force is crucial for unraveling the underlying mechanism of human movement. Alterations…”
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Personalized Alpha-Motoneuron Pool Models Driven by Neural Data Encode the Mechanisms Controlling Rate of Force Development by Ornelas-Kobayashi, Rafael, Gomez-Orozco, Ivan, Gogeascoechea, Antonio, Van Asseldonk, Edwin, Sartori, Massimo

“…The central nervous system employs distinct motor control strategies depending on task demands. Accordingly, the activity of alpha-motoneuron (MN) pools…”
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Interfacing With Alpha Motor Neurons in Spinal Cord Injury Patients Receiving Trans-spinal Electrical Stimulation by Gogeascoechea, Antonio, Kuck, Alexander, van Asseldonk, Edwin, Negro, Francesco, Buitenweg, Jan R., Yavuz, Utku S., Sartori, Massimo

“…Trans-spinal direct current stimulation (tsDCS) provides a non-invasive, clinically viable approach to potentially restore physiological neuromuscular function…”
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Adaptation Strategies for Personalized Gait Neuroprosthetics by Koelewijn, Anne D, Audu, Musa, Del-Ama, Antonio J, Colucci, Annalisa, Font-Llagunes, Josep M, Gogeascoechea, Antonio, Hnat, Sandra K, Makowski, Nathan, Moreno, Juan C, Nandor, Mark, Quinn, Roger, Reichenbach, Marc, Reyes, Ryan-David, Sartori, Massimo, Soekadar, Surjo, Triolo, Ronald J, Vermehren, Mareike, Wenger, Christian, Yavuz, Utku S, Fey, Dietmar, Beckerle, Philipp

“…Personalization of gait neuroprosthetics is paramount to ensure their efficacy for users, who experience severe limitations in mobility without an assistive…”
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Identification of Motor Unit Twitch Properties in the Intact Human In Vivo by Gogeascoechea, Antonio, Kobayashi, Rafael Ornelas, Yavuz, Utku S., Sartori, Massimo

“…Restoring natural motor function in neurologically injured individuals is challenging, largely due to the lack of personalization in current…”
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Towards Real-Time Decoding of Motor Unit Firing Events and Resulting Muscle Activation During Human Locomotion and High-Force Contractions by Gogeascoechea, Antonio, Mohamed Refai, Mohamed Irfan, Yavuz, Utku S., Sartori, Massimo

“…Interfacing with the central nervous system is es-sential for developing personalized neuro-rehabilitation strategies. High-density electromyography (HD-EMG),…”
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Neuromuscular Modeling for Locomotion with Wearable Assistive Robots -- A primer by Refai, Mohamed Irfan, Wang, Huawei, Gogeascoechea, Antonio, Kobayashi, Rafael Ornelas, Gaudio, Lucas A, Damonte, Federica, Durandau, Guillaume, van der Kooij, Herman, Yavuz, Utku S, Sartori, Massimo

“…Wearable assistive robots (WR) for the lower extremity are extensively documented in literature. Various interfaces have been designed to control these devices…”
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