Research Area

Neurological Adaptation

We investigate how cognitive load and fatigue influence motor performance. Using AI-driven modeling, biofeedback systems, and mindfulness strategies, we develop personalized training protocols that strengthen resilience and improve physical readiness.

Active & completed work

Related projects

Projects directly connected to neurological adaptation.

2023.03.01–2023.04.01

Development of machine learning-based algorithm for detecting postural control deficiencies.

A Hanyang University-funded study to develop ML-based algorithms for detecting postural control deficits.

Research output

Related publications

Selected SIDLAB publications relevant to neurological adaptation.

2024-05-24ConferenceNeuroadaptive

Comparative Study of Whisk Step Coordination Between Athletes and Beginner Quantitative Evaluation of Coordination in Dance Sports

2024-05-24ConferenceNeuroadaptive

A Concept of Development A Gait Quality Evaluation System Using ChatGPT: Applying A Standardized Angle Variable Calculation Method

2025JournalSports Biomechanics

Xing, K., Duan, R., Fang, Z., Sun, X., Koo, D., & Panday, S. B. (2025). Does frequency of the mechanical vibration matter? Evaluating the impact of whole-body vibration training on older adults’ strength, balance, and gait performance: a systematic review and network meta-analysis. Archives of Physical Medicine and Rehabilitation.

2021JournalMusculoskeletal Modeling

Moon, J., Lee, J., Kim, K., Koo, D., Lee, J., Pathak, P., ... & Panday, S. B.* (2021). Effect of Muscle-Specific Fatigue on the Risk of Anterior Cruciate Ligament Injury in Females. Applied Sciences, 11(11), 4969.

2020JournalSports Biomechanics

Lee, D. W., Yoon, D. H., Lee, J. Y., Panday, S. B., Park, J., & Song, W. (2020). Effects of High-Speed Power Training on Neuromuscular and Gait Functions in Frail Elderly with Mild Cognitive Impairment Despite Blunted Executive Functions: A Randomized Controlled Trial. The Journal of Frailty & Aging, 9, 179-184.

2018JournalSports Biomechanics

Hyoyeon Ahn, Prabhat Pathak, Siddhartha Bikram Panday, Sungho Kwon. (2018). The Effects of Arousal Regulation through Olfactory Inhalation on Static Stability and Heart Rate. Korean Society of Sport Psychology, 29(3), 219-227.