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Neuromatch Computational Neuroscience (CN) — Curriculum Update Tracking — 2026 Restructured Schedule
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CN Curriculum Folder
CN Videos Folder
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Day / WeekDay Lead / TopicTutorial #Notebook File & LinkVideo File & LinkSlides File & LinkSlides PDFSlides OSF LinkThumbnailFinal Unedited Video (Drive)Assigned Video EditorNotes to Video EditorsEdited Video — FinalFinal YouTube LinkFinal BiliBili LinkAdded to GitHub?Final SlidesFinal Slides PDFOSF Link to SlidesSlides Added to GitHub?2026 Update Notes
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W1D1 — Model Types [NO CHANGES]
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DayDay Lead / TopicTutorial #
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W1D2 — Model Fitting [NO CHANGES]
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W1D3 — Generalized Linear Models [NO CHANGES]
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DayDay Lead / TopicTutorial #
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W1D4 — Dimensionality Reduction [NO CHANGES]
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W1D5 — Deep Learning [NO CHANGES]
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DayDay Lead / TopicTutorial #
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W2D1 — Modeling Practice [NO CHANGES]
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DayDay Lead / TopicTutorial #
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W2D2 — [NEW DAY] — Time series analysis and signal processing
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⚠ NEW DAY — content not yet recorded. Fill in all fields once content is finalized.
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W1D1Deep Learning Raw videos - 2026 - W1D1 - Deep Learning Kayvan FarrokhniaPlease cut the start which has the speaker talking about the process/set-upt and just slightly at the end. Video of them speaking to be added to the top right of slides (This video has that but the sizing is a bit off: https://drive.google.com/file/d/1E0yym0C6KrMOv_pclKnVBRx7GOQr6WNW/view?usp=sharing Not sure if you can make this better?)

(FYI was recorded in Zoom: https://upenn.zoom.us/rec/share/6G7d-hwQqZDOdfd6ZPiIFaRZMDDqze3sJKngprAKZ7OliiHzmVEyHOFBE_iXJ38s.MbCG1HM4e2n559XP Passcode: 2L6Jhwv^)		https://drive.google.com/file/d/1bSb42Vdoec3RWgnFIySwDFUtILxux4WX/view?usp=sharinghttps://youtu.be/ypkiuUmbP9Mhttp://bilibili.com/video/BV1ou7N6pEz4/
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W2D2Richard GaoIntroW2D2 Videos Unedited_2026https://drive.google.com/file/d/1UuqY8SdqnzmOUqibOrMpNtdcOsvg20RO/view?usp=drive_linkhttps://drive.google.com/file/d/1UuqY8SdqnzmOUqibOrMpNtdcOsvg20RO/view?usp=drive_linkKayvan Farrokhniahttps://drive.google.com/file/d/1WnbeZZFLi5-cfvVycO5CWE1gZh6TYnfe/view?usp=sharing

https://drive.google.com/file/d/155D7RZOPZFa1OzuBpGMkrprnWCbJaLh9/view?usp=sharing

https://drive.google.com/file/d/1xndRtlsnVwHIPJcq3sFflvRrjXILmvNQ/view?usp=sharing

https://drive.google.com/file/d/1yfZqriceP0t4K2a3aCUNlY7wH3jDozmD/view?usp=sharing

https://drive.google.com/file/d/1NgjmaBWLCKgOku601DU3o1hrovY3k-hY/view?usp=sharing

https://drive.google.com/file/d/1fzQiqKfqJUX9drzoSV1xr6VuprAjvX_m/view?usp=sharing

https://drive.google.com/file/d/1qOgbhig4O10IEhMt61NYgEtMcpgKvnLa/view?usp=sharing

https://drive.google.com/file/d/1zgD6mawquMRCXyj5tSa5O1pDzjSXRjd4/view?usp=sharing

Into: https://youtu.be/VhY7wUtFJKwhttps://www.bilibili.com/video/BV144Mp6aEQh/?vd_source=ecefff62513c6092011284a04e0804bb

bilibili.com/video/BV1m4Mp6aEyV

https://www.bilibili.com/video/BV1HzMp6WEAR/

bilibili.com/video/BV144Mp6aEjB/

https://www.bilibili.com/video/BV1JCMp6DEnE/

https://www.bilibili.com/video/BV1JCMp6DEnZ/

https://www.bilibili.com/video/BV1ECMp6DEop/

bilibili.com/video/BV1ECMp6DEXY

https://www.bilibili.com/video/BV1JCMp6DEJh/
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W2D2Andreas NeefTutorial 1W2D2 Videos Unedited_2026https://drive.google.com/file/d/1NtMSCP7qG-H8hWLzvQ3Q1uL8LHuiqFmD/view?usp=drive_linkhttps://drive.google.com/file/d/1NtMSCP7qG-H8hWLzvQ3Q1uL8LHuiqFmD/view?usp=drive_linkKayvan FarrokhniaUsing unedited for youtube for now
1.1: https://youtu.be/Fr5Q3VVo6OA
1.2: https://youtu.be/RcJ1DLtuGFE
1.3: https://youtu.be/T0TfR5WWo9s
1.4: https://youtu.be/WlCP9qknZcE
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W2D2Andreas NeefTutorial 2W2D2 Videos Unedited_2026https://drive.google.com/file/d/1tJ2gl02OBxRAGUh2n8H_awj1WeU7_YEj/view?usp=drive_linkhttps://drive.google.com/file/d/1tJ2gl02OBxRAGUh2n8H_awj1WeU7_YEj/view?usp=drive_linkKayvan FarrokhniaUsing unedited for youtube for now2.1: https://youtu.be/4X2ghS8bhxA
2:2: https://youtu.be/NMFKSLRucCE
2.3: https://youtu.be/BGPmw8T57II
2.4: https://youtu.be/vnpCdQ62yLk
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W2D2Gal VishneTutorial 3neuromatch tutorial 3 time series videos nogaTutorial3_Video_Slides (4).pdfW2D2_Video_Slides_Tutorial3.pdfhttps://drive.google.com/drive/u/0/folders/1uOrMAM2JyTFJ3XbzNakYkNp72WevbraH?ths=trueKayvan FarrokhniaThree new videos - these are pretty straight forward but please check if there are any little tweaks to be made. https://drive.google.com/file/d/1P3YrFpjY8DE0UCV4jxjgBYybqHHoGHjg/view?usp=sharing

https://drive.google.com/file/d/1Zn1J3nx2NTdqFIcHAQh_fUKAUgNIHyQQ/view?usp=sharing

https://drive.google.com/file/d/1AWUM95n86LbLCiilvcBaWDdOHKFYdDE8/view?usp=sharing		3.1: https://youtu.be/d52akMqjNLg
3.2: https://youtu.be/glXz1tlayiA		https://www.bilibili.com/video/BV1eRTz6WEp6/

https://www.bilibili.com/video/BV1eRTz6WEZj/

https://www.bilibili.com/video/BV1YZTz6HEBV/
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W2D2Gal VishneTutorial 4W2D2_TimeSeries_Tutorial4.mp4W2D2_TimeSeries_Tutorial4.pdfKayvan FarrokhniaKayvan Farrokhniahttps://drive.google.com/file/d/1tonzf2Jkj_8l_Y1OJLgsa2AHWHM2auVo/view?usp=sharing

https://drive.google.com/file/d/1aZpPIGasNyG-EuDTc_JlKzXzjTpOCBET/view?usp=sharing

https://drive.google.com/file/d/1mrjwX3UhVqwTwrukpNRlu_SG8q4ulFfk/view?usp=sharing

https://drive.google.com/file/d/1jDukX3FVIXBJbzKNR2-pa1ucON2yDk0R/view?usp=sharing

https://drive.google.com/file/d/16tJeW7R7hnaIEMMgWm-dIP1be_u2EacY/view?usp=sharing

https://drive.google.com/file/d/1Za8rHyiIhlhq3hKhVJ1-X7aQ7NeNKRlv/view?usp=sharing

https://drive.google.com/file/d/1BvuBN4FhLlNgRV2OmJY11wZW_w-zG8LC/view?usp=sharing
4.1: https://youtu.be/4SvYuZ1qsv8
4.2: https://youtu.be/stwotTgxOl4
4.3: https://youtu.be/zBz-U-F3w08
4.4: https://youtu.be/up_6cBBxqlI
4.5: https://youtu.be/lctcs7Xp5HM
4.6: https://youtu.be/vO9h5ePvCUY
4.7: https://youtu.be/OEJvIWGFp4A		https://www.bilibili.com/video/BV1vgK96oEp3?vd_source=ecefff62513c6092011284a04e0804bb&spm_id_from=333.788.videopod.sections

https://www.bilibili.com/video/BV15gK96oE9g?vd_source=ecefff62513c6092011284a04e0804bb&spm_id_from=333.788.videopod.sections

https://www.bilibili.com/video/BV15gK96oE6T?vd_source=ecefff62513c6092011284a04e0804bb&spm_id_from=333.788.videopod.sections

https://www.bilibili.com/video/BV15gK96oEG2?vd_source=ecefff62513c6092011284a04e0804bb&spm_id_from=333.788.videopod.sections

https://www.bilibili.com/video/BV15gK96oEfP?vd_source=ecefff62513c6092011284a04e0804bb&spm_id_from=333.788.videopod.sections

https://www.bilibili.com/video/BV1LgK96oETa?vd_source=ecefff62513c6092011284a04e0804bb&spm_id_from=333.788.videopod.sections

https://www.bilibili.com/video/BV1RgK96oEUb?vd_source=ecefff62513c6092011284a04e0804bb&spm_id_from=333.788.videopod.sections
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W2D3 — Linear Systems [was W2D2 → shifted to Wednesday, W2D3]
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DayDay Lead / TopicTutorial #
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W2D4 — Biological Neuron Models [was W2D3 → shifted to Thursday, W2D4]
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W2D5 — Dynamical Systems [was W2D4 → shifted to Friday, W2D5]
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W3D1 — Projects — Abstract Writing Day [was W2D5 → moved to Monday, W3D1]
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W3D2 — Bayesian Decisions [was W3D1 → shifted to Tuesday, W3D2]
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W3D3 — Hidden Dynamics [was W3D2 → shifted to Wednesday, W3D3]
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W3D4 — Reinforcement Learning [NO CHANGES]
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W3D5 — Network Causality [NO CHANGES]
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BONUS MATERIAL — Optimal Control - [Was W3D3→ shifted to Bonus]
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