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Mapping Cortical Dynamics Using Simultaneous MEG/EEG and Anatomically-constrained Minimum-norm Estimates: an Auditory Attention Example
Published on: October 24, 2012
Neural decoding reveals specialized kinematic tuning after an abrupt cortical transition
Ryan M Glanz1, Greta Sokoloff2, Mark S Blumberg2
1Department of Psychological & Brain Sciences, University of Iowa, Iowa City, IA 52242, USA.
The primary motor cortex (M1) develops complex sensory representations. At postnatal day 12, M1 activity becomes continuous, signaling more individualized and informationally sparse neural representations.
Area of Science:
- Neuroscience
- Developmental Biology
- Systems Neuroscience
Background:
- The primary motor cortex (M1) has a prolonged developmental period.
- Sensory representations emerge in M1 before motor output.
- In rats, M1 exhibits discontinuous activity at postnatal day 8 (P8) and continuous activity at P12.
Purpose of the Study:
- To investigate how M1's sensory representation changes with the transition from discontinuous to continuous activity.
- To understand the developmental trajectory of neural coding in the primary motor cortex.
Main Methods:
- Neural decoding was used to predict forelimb movements from M1 activity in rats at P8 and P12.
- Linear and nonlinear decoders were employed to assess changes in kinematic information representation.
- Studies involving lesioning of inputs and transplantation of M1's encoding scheme were conducted.
Main Results:
- A linear decoder effectively predicted limb movements at P8 but not at P12.
- A nonlinear decoder was better at predicting limb movements at P12, indicating increased complexity.
- M1's representation at P12 showed greater susceptibility to input lesions and encoding scheme transplantation.
Conclusions:
- The emergence of continuous M1 activity at P12 signifies a developmental shift.
- This shift involves the onset of more complex, informationally sparse, and individualized sensory representations in M1.
- These findings highlight critical developmental changes in neural coding within the primary motor cortex.
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