{"id":100880,"date":"2025-05-07T08:10:10","date_gmt":"2025-05-07T01:10:10","guid":{"rendered":"https:\/\/www.its.ac.id\/news\/?p=100880"},"modified":"2025-05-10T08:31:49","modified_gmt":"2025-05-10T01:31:49","slug":"its-mathematics-alumnus-creates-eeg-based-brain-research-technology","status":"publish","type":"post","link":"https:\/\/www.its.ac.id\/news\/en\/its-mathematics-alumnus-creates-eeg-based-brain-research-technology\/","title":{"rendered":"ITS Mathematics Alumnus Creates EEG-Based Brain Research Technology"},"content":{"rendered":"
\"Felix
Felix Anthony, an ITS Mathematics alumnus, technically explaining the generalization of the human brain’s thinking power<\/figcaption><\/figure>\n

ITS Campus, ITS News \u2014 <\/b>One of the graduates of the Institut Teknologi Sepuluh Nopember (ITS)<\/a> has succeeded in making an extraordinary innovation through the development of Electroencephalography (EEG) technology in probing brain memory. This innovation becomes a significant and impressive development as a supporting tool for issues in human activity.<\/p><\/blockquote>\n

The young man named Felix Anthony explained that the brain research innovation he developed began from the need for quick decisions in solving problems. Not only decisions when handling health issues, but also problems regarding forensics, politics, and life patterns can be addressed. \u201cThe human brain is the heart of the flow of life and this can be utilized to harvest solutions to all problems,\u201d he said.<\/p>\n

\"Felix
Felix Anthony after attending the 131st ITS Graduation ceremony and was confirmed as the second best bachelor graduate<\/figcaption><\/figure>\n

For that reason, this alumnus of the Department of Mathematics<\/a>, Faculty of Science and Data Analytics (Scientics) ITS<\/a> developed technology that utilizes the brain\u2019s thinking power as its main ammunition. This technology will provide details of the brain\u2019s algorithm when viewing an object, so that it can be visualized what is thought from what is seen. \u201cThe resulting visualization will be represented as a real image that can be analyzed to determine its originality and meaning within,\u201d he explained.<\/p>\n

Furthermore, Felix added, the main technology used in his innovation is EEG, which acts as the initiator in the generalization of the brain\u2019s visual stimulus. According to the bespectacled young man, the recorded EEG signals will go through preprocessing stages such as noise filtering and artifact removal, which are then extracted into dominant frequency features. \u201cNext, the analysis of the generalized image uses a deep learning model to connect the object results and the algorithm,\u201d he added.<\/p>\n

\"Alumnus
ITS Mathematics Alumnus Felix Anthony demonstrating the making of EEG signal representation code<\/figcaption><\/figure>\n

Technically, Felix continued, the image or memory thought in the brain will be signaled by the EEG signal and stored in an encoder. After that, the encoder will process the recording by turning it into a vector that will become the input for a generative model. That input is then reprocessed into a diffusion model which produces the generalized image. \u201cWhat is most important is that the coding in the configuration toward the diffusion model must be correct so that it is well visualized,\u201d he explained.<\/p>\n

Nevertheless, the second-best bachelor graduate at ITS\u2019s 131st Commencement, last mid-April, revealed that this technology\u2014which is being massively launched\u2014has weaknesses that need to be addressed. Approaches to the innovation must be carried out further in order to produce implementation for existing problems optimally. External requirements, such as compatible computers, must be upgraded in order to maintain consistent and smooth technological improvements without hindrance.<\/p>\n

Thus, he hopes that this image-generation technology through EEG signals can support Sustainable Development Goals (SDGs)<\/a> point 9 on innovation and sustainable technological infrastructure. This innovation is also expected to become capital for collaboration between academics, industry, and government in creating more integrated research. \u201cWith the variety of technological fragments created, I hope they can become motivation and continue existing innovations for the sustainability of this country\u2019s development,\u201d he concluded. (ITS PUBLIC RELATIONS)<\/strong><\/p>\n

 <\/p>\n

Reporter: Mohammad Fariz Irwansyah<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

ITS Campus, ITS News \u2014 One of the graduates of the Institut Teknologi Sepuluh Nopember (ITS) has succeeded in making an extraordinary innovation through the development of Electroencephalography (EEG) technology in probing brain memory. This innovation becomes a significant and impressive development as a supporting tool for issues in human activity. The young man named […]<\/p>\n","protected":false},"author":172,"featured_media":100835,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[3780,3691,67],"tags":[],"class_list":["post-100880","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry-en","category-innovation-infrastructure-en","category-latest-en"],"yoast_head":"\nITS Mathematics Alumnus Creates EEG-Based Brain Research Technology - ITS News<\/title>\n<meta name=\"description\" content=\"ITS graduate have succeeded in making extraordinary innovations through the development of Electroencephalography (EEG) technology.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.its.ac.id\/news\/en\/its-mathematics-alumnus-creates-eeg-based-brain-research-technology\/\" 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