TY - JOUR
T1 - Brain-behavior correlates of optimizing learning through interleaved practice
AU - Lin, Chien Ho Janice
AU - Knowlton, Barbara J.
AU - Chiang, Ming Chang
AU - Iacoboni, Marco
AU - Udompholkul, Parima
AU - Wu, Allan D.
N1 - Funding Information:
This study was supported in part by the American Heart Association (C.L., A.W.), Center of Experimental Neurorehabilitation Training (C.L., A.W.), National Science Foundation (B.K.) and Howard Hughes Medical Institutes (A.W.).
Funding Information:
For generous support the authors also wish to thank the Brain Mapping Medical Research Organization, Brain Mapping Support Foundation, Pierson-Lovelace Foundation, The Ahmanson Foundation, William M. and Linda R. Dietel Philanthropic Fund at the Northern Piedmont Community Foundation, Tamkin Foundation, Jennifer Jones-Simon Foundation, Capital Group Companies Charitable Foundation, Robson Family and Northstar Fund. The project described was supported by Grant Numbers RR12169 , RR13642 and RR00865 from the National Center for Research Resources (NCRR) , a component of the National Institutes of Health (NIH); its contents are solely the responsibility of the authors and do not necessarily represent the official views of NCR or NIH.
PY - 2011/6/1
Y1 - 2011/6/1
N2 - Understanding how to make learning more efficient and effective is an important goal in behavioral neuroscience. The notion of "desirable difficulties" asserts that challenges for learners during study result in superior learning. One "desirable difficulty" that has a robust benefit on learning is contextual interference (CI), in which different tasks are practiced in an interleaved order rather than in a repetitive order. This study is the first to combine functional imaging and paired-pulse transcranial magnetic stimulation to analyze the neural basis of the CI effect in skill learning. Difficulty during practice of a serial reaction time task was manipulated by presenting sequences of response locations in a repetitive or an interleaved order. Participants practiced 3 sequences for 2 days and were tested on day 5 to examine sequence-specific learning. During practice, slower response times (RT), greater frontal-parietal blood-oxygen-level-dependent (BOLD) signal, and higher motor cortex (M1) excitability were found in the interleaved condition compared to the repetitive condition. Consistent with the CI effect, we found faster RT, decreased BOLD signal in frontal-parietal regions, and greater M1 excitability during the day 5 retention task when subjects had practiced interleaved sequences. Correlation analyses indicated that greater BOLD signal in contralateral sensorimotor region and M1 excitability during interleaved practice were interrelated. Furthermore, greater BOLD signal in prefrontal, premotor and parietal areas and greater M1 excitability during interleaved practice correlated with the benefit of interleaved practice on retention. This demonstrates that interleaved practice induces interrelated changes in both cortical hemodynamic responses and M1 excitability, which likely index the formation of enhanced memory traces and efficient long-term retrieval.
AB - Understanding how to make learning more efficient and effective is an important goal in behavioral neuroscience. The notion of "desirable difficulties" asserts that challenges for learners during study result in superior learning. One "desirable difficulty" that has a robust benefit on learning is contextual interference (CI), in which different tasks are practiced in an interleaved order rather than in a repetitive order. This study is the first to combine functional imaging and paired-pulse transcranial magnetic stimulation to analyze the neural basis of the CI effect in skill learning. Difficulty during practice of a serial reaction time task was manipulated by presenting sequences of response locations in a repetitive or an interleaved order. Participants practiced 3 sequences for 2 days and were tested on day 5 to examine sequence-specific learning. During practice, slower response times (RT), greater frontal-parietal blood-oxygen-level-dependent (BOLD) signal, and higher motor cortex (M1) excitability were found in the interleaved condition compared to the repetitive condition. Consistent with the CI effect, we found faster RT, decreased BOLD signal in frontal-parietal regions, and greater M1 excitability during the day 5 retention task when subjects had practiced interleaved sequences. Correlation analyses indicated that greater BOLD signal in contralateral sensorimotor region and M1 excitability during interleaved practice were interrelated. Furthermore, greater BOLD signal in prefrontal, premotor and parietal areas and greater M1 excitability during interleaved practice correlated with the benefit of interleaved practice on retention. This demonstrates that interleaved practice induces interrelated changes in both cortical hemodynamic responses and M1 excitability, which likely index the formation of enhanced memory traces and efficient long-term retrieval.
KW - Contextual interference
KW - FMRI
KW - Learning
KW - Practice condition
KW - Serial reaction time task
KW - TMS
UR - http://www.scopus.com/inward/record.url?scp=79955473404&partnerID=8YFLogxK
U2 - 10.1016/j.neuroimage.2011.02.066
DO - 10.1016/j.neuroimage.2011.02.066
M3 - Article
C2 - 21376126
AN - SCOPUS:79955473404
SN - 1053-8119
VL - 56
SP - 1758
EP - 1772
JO - NeuroImage
JF - NeuroImage
IS - 3
ER -