# Projects

ตัวอย่างมินิโปรเจคจาก Brain Code Camp ในปี 2024 (เรียงลำดับแบบสุ่ม)

**หมายเหตุ**

- ผู้เข้าร่วมโครงการมีระยะเวลาการทำโปรเจคประมาณ 5-12 สัปดาห์
- ผู้เข้าร่วมโครงการสามารถเลือกระดับความซับซ้อนของโปรเจคตามทักษะที่มี (มีผู้เรียนตั้งแต่ระดับมัธยมศึกษาตอนปลาย ไปจนถึงหลังจบปริญญาเอก จากหลากหลายสาขาวิชาอาชีพ) และระยะเวลาที่มีให้กับโครงการได้ ไม่ว่าจะเป็นการฝึกใช้ทักษะที่ได้เรียนรู้จากโครงการไปลอง replicate งานที่ได้รับการตีพิมพ์แล้ว, การต่อยอดผลงานของผู้อื่น, รวมไปถึงการคิดค้นไอเดียใหม่ ๆ และ implement ไอเดียเหล่านั้นด้วยตนเอง

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            <a href="https://medium.com/@punyawatpck/event-based-gesture-classification-with-spiking-neural-networks-224579c9348d" target="_blank">
                <img src="/img-projects/2024-projects/PunyawatP.gif" class="card-img-top" alt="Punyawat Prachongkij">
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                        Event-based Gesture Classification with Spiking Neural Networks
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                        Author: Punyawat Prachongkij
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            <a href="https://medium.com/@vorawee.t/age-effects-on-eeg-patterns-in-grammar-violation-processing-7c25d48457c6" target="_blank">
                <img src="/img-projects/2024-projects/VoraweeT.jpg" class="card-img-top" alt="Vorawee Theerasilp">
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                        Age Effects on EEG Patterns in Grammar Violation Processing
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                        Author: Vorawee Theerasilp
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            <a href="https://medium.com/@punthonchuayrod/introduction-efe54e042044" target="_blank">
                <img src="/img-projects/2024-projects/PunthonC.png" class="card-img-top" alt="Punthon Chuayrod">
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                        Minute-scale Oscillations in the Medial Entorhinal Cortex (MEC): Insights and Implications
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                        Author: Punthon Chuayrod
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            <a href="https://medium.com/@parinya.dg/deep-learning-based-brain-tumor-classification-using-vgg-19-and-mri-7ab8769c3ec4" target="_blank">
                <img src="/img-projects/2024-projects/ParinyaD.png" class="card-img-top" alt="Parinya Duangklang">
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                        Deep Learning-Based Brain Tumor Classification Using VGG-19 and MRI
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                        Author: Parinya Duangklang
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            <a href="https://medium.com/@fifatein/mobile-eeg-drives-633bb1f91592" target="_blank">
                <img src="/img-projects/2024-projects/ThakdanaiS.png" class="card-img-top" alt="Thakdanai Sirisombat">
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                        Mobile EEG drives
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                        Author: Thakdanai Sirisombat
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            <a href="https://medium.com/@santipabppch12345/%EF%B8%8Fparkinsons-disease-classification-using-multi-channel-recordings-from-vgrf-sensors-and-f320de1f111d" target="_blank">
                <img src="/img-projects/2024-projects/SantipabT.jpg" class="card-img-top" alt="Santipab Tongchan">
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                        Parkinson’s Disease Classification Using Multi-Channel Recordings from VGRF Sensors and Optimal Sensor Pair Selection
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                        Author: Santipab Tongchan
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            <a href="https://medium.com/@ch.kiattipornopas/exploring-the-differences-in-brain-response-during-stress-and-rest-through-eeg-signal-data-b7d8d62bad40" target="_blank">
                <img src="/img-projects/2024-projects/ChanyanartK.jpg" class="card-img-top" alt="Chanyanart KiattipornOpa">
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                        Exploring the differences in brain response during Stress and Rest through EEG signal data
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                        Author: Chanyanart KiattipornOpas
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            <a href="https://medium.com/@mzhmvw/how-to-drawing-clock-detection-with-ml-e69d81d5f000" target="_blank">
                <img src="/img-projects/2024-projects/MethawinV.jpeg" class="card-img-top" alt="Methawin Vongsaisuwon ">
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                        HOW TO: drawing clock detection with ML!
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                        Author: Methawin Vongsaisuwon 
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            <a href="https://medium.com/@phakkhaphonartburai/eeg-motor-imaginary-classification-c593be083ee7" target="_blank">
                <img src="/img-projects/2024-projects/PhakkhaphonA.png" class="card-img-top" alt="Phakkhaphon Artburai">
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                        EEG motor Imaginary classification
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                        Author: Phakkhaphon Artburai
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            <a href="https://medium.com/@jermphiphut051/navigating-with-the-mind-eeg-signals-for-wheelchair-control-da9d834c6070" target="_blank">
                <img src="/img-projects/2024-projects/JermphiphutJ.png" class="card-img-top" alt="Jermphiphut Jaruenpunyasak">
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                        Navigating with the Mind: EEG Signals for Wheelchair Control
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                        Author: Jermphiphut Jaruenpunyasak
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            <a href="https://medium.com/@puttisan.kurophakornphong/exploring-the-brains-signals-simulating-a-neuron-with-the-hodgkin-huxley-model-bda9511d1eff" target="_blank">
                <img src="/img-projects/2024-projects/PuttisanK.jpg" class="card-img-top" alt="Puttisan">
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                        Exploring the Brain’s Signals: Simulating a Neuron with the Hodgkin-Huxley Model
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                        Author: Puttisan
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            <a href="https://medium.com/@gunj.napoj/my-interest-project-explainable-deep-learning-for-mri-stroke-classification-fa3885a22709" target="_blank">
                <img src="/img-projects/2024-projects/NapojT.png" class="card-img-top" alt="Napoj Thanomkul">
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                        My Interest Project: Explainable Deep Learning for MRI Stroke Classification
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                        Author: Napoj Thanomkul
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            <a href="https://medium.com/@chanidapirom180360/lstm-driven-classification-of-eeg-signals-insights-from-the-bonn-dataset-1b3479289ed4" target="_blank">
                <img src="/img-projects/2024-projects/ChanidaP.jpeg" class="card-img-top" alt="Chanida Pirom">
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                        LSTM-Driven Classification of Epilepsy Signals : Insights from The Bonn Dataset
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                        Author: Chanida Pirom
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            <a href="https://medium.com/@kantaphon505/four-direction-classification-using-meg-data-8192ee16d63f" target="_blank">
                <img src="/img-projects/2024-projects/KantaphonT.png" class="card-img-top" alt="Kantaphon Trayok">
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                        Four-Direction Classification Using MEG Data
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                        Author: Kantaphon Trayok
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            <a href="https://medium.com/@kmlmrmi/convolutional-neural-network-for-eeg-signal-based-classification-in-alzheimers-and-healthy-patient-a965b4f75a9d" target="_blank">
                <img src="/img-projects/2024-projects/KankaweeP.jpg" class="card-img-top" alt="Kankawee Puengpinit">
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                        Convolutional Neural Network for EEG signal-based classification in Alzheimer’s and Healthy Patient
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                        Author: Kankawee Puengpinit
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            <a href="https://medium.com/@papitchaya.chakeaow/mini-project-in-machine-learning-eeg-stress-detection-and-node-correlation-analysis-by-bcc101-29c627f2cf8e" target="_blank">
                <img src="/img-projects/2024-projects/PapitchayaR.jpg" class="card-img-top" alt="Papitchaya Rojsawatsuk">
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                        Mini Project in Machine Learning: EEG Stress Detection and Node Correlation Analysis By BCC101
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                        Author: Papitchaya Rojsawatsuk
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            <a href="https://medium.com/@2sthapawee/comparison-of-visual-working-memory-across-age-differences-in-acute-tbi-patients-f27fb2f930a3" target="_blank">
                <img src="/img-projects/2024-projects/ThapaweeS.png" class="card-img-top" alt="Thapawee Srijuntong">
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                        Comparison of Visual Working Memory Across Age Differences in Acute TBI Patients
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                        Author: Thapawee Srijuntong
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            <a href="https://medium.com/@kq12rb7/visualizing-human-thoughts-using-generative-adversarial-network-3a2d1f8ba616" target="_blank">
                <img src="/img-projects/2024-projects/SurapojeH.png" class="card-img-top" alt="Surapoje Hinsri">
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                        Visualizing Human Thoughts Using Generative Adversarial Network
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                        Author: Surapoje Hinsri
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            <a href="https://medium.com/@fansssexo/comparative-eeg-responses-to-reward-and-loss-in-three-armed-bandit-gambling-tasks-39283d879e68" target="_blank">
                <img src="/img-projects/2024-projects/KodchapornS.jpg" class="card-img-top" alt="Kodchaporn Sittiphaisal">
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                        Comparative EEG Responses to Reward and Loss in Three armed bandit Gambling Tasks
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                        Author: Kodchaporn Sittiphaisal
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            <a href="https://medium.com/@nattamon.kanom/eeg-signals-for-inner-speech-classification-d9be434f21da" target="_blank">
                <img src="/img-projects/2024-projects/NatamonC.jpeg" class="card-img-top" alt="Natamon Chansirisri">
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                        EEG Signals for Inner Speech Classification
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                        Author: Natamon Chansirisri
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            <a href="https://medium.com/@panatorn49/decoding-consumer-decisions-analyzing-brain-patterns-in-shopping-behavior-38f0ba4b14f0" target="_blank">
                <img src="/img-projects/2024-projects/PanathornH.jpg" class="card-img-top" alt="Panathorn Hemtiwakorn">
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                        Decoding Consumer Decisions: Analyzing Brain Patterns in Shopping Behavior
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                        Author: Panathorn Hemtiwakorn
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            <a href="https://medium.com/@blink.nuttanit/eeg-based-emotion-classification-4f1c652f6f7a" target="_blank">
                <img src="/img-projects/2024-projects/NuttanitT.png" class="card-img-top" alt="Nuttanit Treevijitpaisan">
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                        EEG-Based Emotion Classification
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                        Author: Nuttanit Treevijitpaisan
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            <a href="https://medium.com/@napat.aeim/neural-and-sensorimotor-synchronization-to-musical-tempo-an-analysis-of-eeg-and-tapping-responses-88afbc7aabc0" target="_blank">
                <img src="/img-projects/2024-projects/NapatA.png" class="card-img-top" alt="Napat Aeimwiratchai">
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                        Neural and Sensorimotor Synchronization to Musical Tempo: An Analysis of EEG and Tapping Responses
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                        Author: Napat Aeimwiratchai
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            <a href="https://medium.com/@manothamvva/%E0%B9%80%E0%B8%81%E0%B8%A1%E0%B8%9D%E0%B8%B6%E0%B8%81%E0%B8%AA%E0%B8%A1%E0%B8%B2%E0%B8%98%E0%B8%B4%E0%B9%82%E0%B8%94%E0%B8%A2%E0%B9%83%E0%B8%8A%E0%B9%89%E0%B8%AA%E0%B8%B1%E0%B8%8D%E0%B8%8D%E0%B8%B2%E0%B8%93-eeg-%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B8%AA%E0%B8%9A%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%93%E0%B9%8C%E0%B9%83%E0%B8%AB%E0%B8%A1%E0%B9%88%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%9D%E0%B8%B6%E0%B8%81%E0%B8%88%E0%B8%B4%E0%B8%95%E0%B9%83%E0%B8%88%E0%B8%9C%E0%B9%88%E0%B8%B2%E0%B8%99%E0%B9%80%E0%B8%97%E0%B8%84%E0%B9%82%E0%B8%99%E0%B9%82%E0%B8%A5%E0%B8%A2%E0%B8%B5-0d12e85a4a8b" target="_blank">
                <img src="/img-projects/2024-projects/ManothamD.png" class="card-img-top" alt="Manotham Damnoen">
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                        เกมฝึกสมาธิโดยใช้สัญญาณ EEG: ประสบการณ์ใหม่ของการฝึกจิตใจผ่านเทคโนโลยี
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                        Author: Manotham Damnoen
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            <a href="https://medium.com/@thitsanapat/eeg-seizure-detection-using-convolutional-neural-networks-cnn-16e4c5d11413" target="_blank">
                <img src="/img-projects/2024-projects/ThitsanapatS.jpg" class="card-img-top" alt="Thitsanapat Siwarattanan">
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                        EEG Seizure Detection Using Convolutional Neural Networks (CNN)
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                        Author: Thitsanapat Siwarattanan
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            <a href="https://medium.com/@pppemikas/eeg-based-classification-of-heavy-and-light-drinkers-91b8dbe00b68" target="_blank">
                <img src="/img-projects/2024-projects/PemikaS.png" class="card-img-top" alt="Pemika Suphalak">
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                        EEG-Based Classification of Heavy and Light Drinkers
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                        Author: Pemika Suphalak
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            <a href="https://medium.com/@definatelynottori/machine-learning-in-medical-field-b9cbab055e2d" target="_blank">
                <img src="/img-projects/2024-projects/PanjatidW.png" class="card-img-top" alt="Panjatid Wasinchaikullpat">
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                        Machine Learning in Medical Field
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                        Author: Panjatid Wasinchaikullpat
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            <a href="https://medium.com/@bunyaphon536/eeg-binary-classification-for-epilepsy-29209147851a" target="_blank">
                <img src="/img-projects/2024-projects/BunyaphonC.png" class="card-img-top" alt="Bunyaphon Chaimongkolsup">
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                        EEG Binary Classification for Epilepsy
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                        Author: Bunyaphon Chaimongkolsup
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            <a href="https://medium.com/@meenthegamerthefirst/epileptic-seizure-classification-using-support-vector-machine-4e654f7b710f" target="_blank">
                <img src="/img-projects/2024-projects/PatapeeS.png" class="card-img-top" alt="Patapee Siribenjaponsakun">
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                        Epileptic seizure classification using support vector machine
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                        Author: Patapee Siribenjaponsakun
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            <a href="https://medium.com/@kunkitv/lightcnn-model-for-parkinsons-disease-brain-code-camp-2024-6c4ee4b6826f" target="_blank">
                <img src="/img-projects/2024-projects/KorawitK.jpg" class="card-img-top" alt="Korawit Kaewkong">
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                        LightCNN Model for Parkinson’s disease (Brain Code Camp 2024)
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                    <p class="card-text">
                        Author: Korawit Kaewkong and Chanawat Paenkhong
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            <a href="https://medium.com/@tjitsue/eeg-brain-network-analysis-of-alcoholism-and-control-groups-bf197ef92c5a" target="_blank">
                <img src="/img-projects/2024-projects/TharadonJ.png" class="card-img-top" alt="Tharadon Jitsue">
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                        EEG Brain Network Analysis of Alcoholism and Control Groups
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                        Author: Tharadon Jitsue
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            <a href="https://medium.com/@sitthakarnudomwongvattana/investigation-alzheimers-disease-using-autoencoders-a-deep-learning-journey-into-mri-analysis-2e42d850559c" target="_blank">
                <img src="/img-projects/2024-projects/SitthakarnU.jpeg" class="card-img-top" alt="Sitthakarn Udomwongvattana">
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                        Investigation Alzheimer’s Disease Using Autoencoders: A Deep Learning Journey into MRI Analysis
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                        Author: Sitthakarn Udomwongvattana
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