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bioRxiv · 10.1101/2025.07.11.664262

The common neural representation in the primary motor area between motor execution and kinesthetic motor imagery

Imai, F.·Shinozaki, J.·Saito, H.·Nagahama, H.·Sakurai, Y.·Ogawa, K.
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Abstract

Although motor imagery activates higher-order motor-related areas, the role of the primary motor area (M1) in motor imagery remains unclear. This study aimed to investigate whether motor imagery recruits a neural representation of fingers similar to that of motor execution in the hand M1. Ten healthy right-handed adults executed and kinesthetically imagined tapping using one of four fingers. Using functional magnetic resonance imaging with multi-voxel pattern analysis, we trained the decoder to classify which finger the participants were moving using brain activation during motor execution and tested whether it could predict which finger the participants were imaging to move during motor imagery (cross-classification). We also performed the classification in the reverse direction. The average accuracy of these cross-classifications was significantly higher than chance in the left hemisphere hand M1 (hand-M1). Analysis of the representational geometry showed that the distance of neural representations for the same fingers was statistically shorter than that for different fingers between motor execution and imagery. Furthermore, we conducted a replication study with 14 participants and found results similar to those of the original study. Our results suggest that the neural representation of kinesthetic motor imagery is partially similar to that of motor execution in the contralateral hand M1.

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Imai, F., Shinozaki, J., Saito, H., Nagahama, H., Sakurai, Y., Ogawa, K.. 2025-07-17. The common neural representation in the primary motor area between motor execution and kinesthetic motor imagery. https://doi.org/10.1101/2025.07.11.664262

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