Pruning Broad Learning System based on Adaptive Feature Evolution

Author(s):  
Yuchen Liu ◽  
Kaixiang Yang ◽  
Zhiwen Yu ◽  
Zhulin Liu ◽  
Yifan Shi ◽  
...  
1981 ◽  
Vol 20 (03) ◽  
pp. 169-173
Author(s):  
J. Wagner ◽  
G. Pfurtscheixer

The shape, latency and amplitude of changes in electrical brain activity related to a stimulus (Evoked Potential) depend both on the stimulus parameters and on the background EEG at the time of stimulation. An adaptive, learnable stimulation system is introduced, whereby the subject is stimulated (e.g. with light), whenever the EEG power is subthreshold and minimal. Additionally, the system is conceived in such a way that a certain number of stimuli could be given within a particular time interval. Related to this time criterion, the threshold specific for each subject is calculated at the beginning of the experiment (preprocessing) and adapted to the EEG power during the processing mode because of long-time fluctuations and trends in the EEG. The process of adaptation is directed by a table which contains the necessary correction numbers for the threshold. Experiences of the stimulation system are reflected in an automatic correction of this table. Because the corrected and improved table is stored after each experiment and is used as the starting table for the next experiment, the system >learns<. The system introduced here can be used both for evoked response studies and for alpha-feedback experiments.


Author(s):  
T. A. Chernetskaya ◽  
N. A. Lebedeva

The article presents the experience of mass organization of distance learning in organizations of secondary general and vocational education in March—May 2020 in connection with the difficult epidemiological situation in Russia. The possibilities of the 1C:Education system for organizing the educational process in a distance format, the peculiarities of organizing distance interaction in schools and colleges are considered, the results of using the system are summarized, examples of the successful use of the system in specific educational organizations are given. Based on the questionnaire survey of users, a number of capabilities of the 1C:Education system have been identified, which are essential for the full-fledged transfer of the educational process from full-time to distance learning. The nature and frequency of the use of electronic educational resources in various general education subjects in schools and colleges are analyzed, the importance of the presence in the distance learning system not only of a digital library of ready-made educational materials, but also of tools for creating author’s content is assessed. On the basis of an impersonal analysis of user actions in the system, a number of problems were identified that teachers and students faced in the process of an emergency transition to distance learning.


1970 ◽  
Vol 14 (3) ◽  
pp. 348-445
Author(s):  
Muhandis Azzuhri

Information technology era necessitate changing of learning system, mainly on method and media Arabic language learning. Arabic language learning system nowadays criticized because its monotone, traditional, and not innovative compared with other language learning. This is because absolutism and lack of creativity of Arabic learning sta­keholders (lecturer, teacher, Kiai) to apply method and Arabic language learning media that appropriate with information technology advancement. internet- based Arabic language learning embarked because as most communicative learning media at information technology era because integrate internet and other information channel as tools to empower learning process to more creative, innovative, and competitive. .


Sign in / Sign up

Export Citation Format

Share Document