scholarly journals Sequential online prediction in the presence of outliers and change points: An instant temporal structure learning approach

2020 ◽  
Vol 413 ◽  
pp. 240-258
Author(s):  
Bin Liu ◽  
Yu Qi ◽  
Ke-Jia Chen
2016 ◽  
Vol 113 (19) ◽  
pp. 5212-5217 ◽  
Author(s):  
T. Christina Zhao ◽  
Patricia K. Kuhl

Individuals with music training in early childhood show enhanced processing of musical sounds, an effect that generalizes to speech processing. However, the conclusions drawn from previous studies are limited due to the possible confounds of predisposition and other factors affecting musicians and nonmusicians. We used a randomized design to test the effects of a laboratory-controlled music intervention on young infants’ neural processing of music and speech. Nine-month-old infants were randomly assigned to music (intervention) or play (control) activities for 12 sessions. The intervention targeted temporal structure learning using triple meter in music (e.g., waltz), which is difficult for infants, and it incorporated key characteristics of typical infant music classes to maximize learning (e.g., multimodal, social, and repetitive experiences). Controls had similar multimodal, social, repetitive play, but without music. Upon completion, infants’ neural processing of temporal structure was tested in both music (tones in triple meter) and speech (foreign syllable structure). Infants’ neural processing was quantified by the mismatch response (MMR) measured with a traditional oddball paradigm using magnetoencephalography (MEG). The intervention group exhibited significantly larger MMRs in response to music temporal structure violations in both auditory and prefrontal cortical regions. Identical results were obtained for temporal structure changes in speech. The intervention thus enhanced temporal structure processing not only in music, but also in speech, at 9 mo of age. We argue that the intervention enhanced infants’ ability to extract temporal structure information and to predict future events in time, a skill affecting both music and speech processing.


sarasvati ◽  
2020 ◽  
Vol 2 (1) ◽  
pp. 1
Author(s):  
Agung Pranoto ◽  
Siti Aminah

In the Indonesian language curriculum that is used in the X MM Vocational School there is one of the basic competencies related to analyzing the structure and language of the exposition text. To understand the material to students, in the implementation of learning using a scientific-discovery learning approach. Based on the implementation of the scientific-discovery learning approach in learning the exposition text structure of class X MM1 students of SMKN 8 Surabaya, it can be concluded as follows. The application of the scientific approach to discovery learning model learning in exposition structure learning materials in class X MM1 students of SMKN 8 Surabaya shows the activities of students who are very good, very enthusiastic, and have the ability to think critically as expected in a constructivist learning paradigm. The level of mastery learning of students is 94.28% of students who achieve mastery individually.


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