How to learn Math for Computational Neuroscience on your Own (a self-study guide)

แชร์
ฝัง
  • เผยแพร่เมื่อ 24 ส.ค. 2024

ความคิดเห็น • 99

  • @universalcomputation6779
    @universalcomputation6779 2 ปีที่แล้ว +42

    When I was younger, I went to law school after graduating with a physics degree, because there were few jobs in physics. Now that I am a middle-aged, I am trying to get a degree in applied mathematics, because I have always been interested in math and physics, and just went into the law as a practical matter. So, I really appreciate these videos. It is nice to know that there are other people out there who are also interested in learning math on their own to grow intellectually.

    • @CharlotteFraza
      @CharlotteFraza  2 ปีที่แล้ว +1

      That's an amazing trajectory, wish you all the luck 🌸

    • @garrettdyess1110
      @garrettdyess1110 2 ปีที่แล้ว +1

      This is inspiring! Good luck!!!

    • @cashbuyer4221
      @cashbuyer4221 3 หลายเดือนก่อน

      How is your quest going? If it helps to hear, I never finished undergraduate degree and it bothered me. Finally at 39 yrs old, I decided to go back to pursue cognitive neuroscience while a single parent of two children. It’s tough to manage dueling demands, but if your driven by pursuit of knowledge, the course work takes care of itself. Transitioned from contractor to 4.0 student with 2nd publication in the works and entering PHD program next Fall. If I can do it, you certainly can!!

  • @charlesbwilliams
    @charlesbwilliams 2 ปีที่แล้ว +10

    I’m relieved to see the three topics you chose for folks to focus on. I’m still in my undergrad and when my Psychology courses didn’t include much math, I decided to go out on a limb and take these courses. I wasn’t sure if they’d be helpful at the time but now I couldn’t recommend them more to folks who are in the field of Psychology. Dope stuff as always 👍

  • @paultanner5278
    @paultanner5278 2 ปีที่แล้ว +7

    Just dropped in to say thank you so much for making these videos. You're an awesome educator. You've emboldened me with this structural outline to continue my comp neuro education. Literally could not begin to express enough gratitude 🙏

  • @bogusmcbogus2637
    @bogusmcbogus2637 2 ปีที่แล้ว +1

    Resources I like:
    Multivariate Analysis by Mardia (graduate level probability & linear algebra)
    Bayesian Statistics by Lee (graduate level statistics)
    I never study to the exam. I'm the nerd who studies to understand everything. How to derive the Student-t distribution from nothing. How to derive the Nernst Equation from practically nothing. All that agonizing jazz. But I will add to your tips: get solutions manuals if available for whatever book/online class you use & study example problems. They're so great!

  • @qariel8103
    @qariel8103 2 ปีที่แล้ว +15

    You rock, keep documenting your journey and sharing the steps and tips with us, can’t wait to learn all this!

  • @alexdelreal4290
    @alexdelreal4290 ปีที่แล้ว

    My Dear Charlotte, thank you, thank you very much. At last I found myself as a computer neuroscientist and all because of you. Thank you for show me my path in life. I love you as student as a teacher.

  • @MrMikkyn
    @MrMikkyn 6 หลายเดือนก่อน

    I love how youtube algorithm is recommending me a bunch of computational neuroscience channels ❤

  • @spencerswaggington
    @spencerswaggington 2 ปีที่แล้ว +2

    i love neuroscience and maths !! could you please do a video on learning physics? thank you

  • @BneiElohim
    @BneiElohim 2 ปีที่แล้ว +1

    Thanks for sharing these tips...absolutely fantastic. I'm still in my undergrad in Computer Engineering, i like to follow your area expertise there so much passion for it.

  • @joannadoliwa7732
    @joannadoliwa7732 2 ปีที่แล้ว +5

    Hi I am a neuroscience student (unfortunately at my uni the content it is mostly neurobiology) and am currently doing an internship in the field of computational neuroscience. I recently found a book "Mathematical basis of neuroscience" and would recommend it 😊

    • @carlosruiz3399
      @carlosruiz3399 ปีที่แล้ว

      Can you give me a link or something to scrutinize the book in detaill?

  • @sacharymateo1710
    @sacharymateo1710 ปีที่แล้ว +1

    thank you so much, i really love the way you teach and how you motivates me to keep working hard to achieve my dreams in the neuroscience field ♥

  • @Dupamine
    @Dupamine 2 ปีที่แล้ว +1

    this is actually a very realistic video. I myself work in this field.

  • @John-qo9hw
    @John-qo9hw 2 ปีที่แล้ว +1

    Something like this for neuroscience for people with no biology background. What biology basics should they know before hand to understand neuroscience? A roadmap for the most basics biology topics would be helpful (like what is a cell, organ.. etc). And a roadmap of neuroscience

  • @sarahjamal86
    @sarahjamal86 2 ปีที่แล้ว +2

    This is a fantastic video, actually, I am a Ph.D. student in biomedicine, and your videos are so helpful; they're making my journey less lonely as well. Thanks :*

  • @xavierperez6739
    @xavierperez6739 2 ปีที่แล้ว

    You have such a chill and mellow demeanor I love it, thank you for posting 🥰

  • @MrAYAZ333
    @MrAYAZ333 2 ปีที่แล้ว

    Mathematics learning was really challenge for me always, you are working on points

  • @yingcaihu9820
    @yingcaihu9820 2 ปีที่แล้ว

    Wish I could found this video earlier! I just finished my second year in undergrad and math didn't include much in my biology courses. With papers I've read about cognitive neuroscience and computational neuroscience, methods used in analysis always include complex mathematical modelings and been the challenges for me to understand. And it took me almost a year to figure what maths that I need to understand those. And Thank you so much for the tips and your advices for these courses!!

  • @kartikeyaarora6114
    @kartikeyaarora6114 2 ปีที่แล้ว +3

    Hey! First things first, great job with the channel!!
    Could you please do a video on career prospects after a PhD in Neuroscience apart from Academia? :)

  • @ravibansal8012
    @ravibansal8012 2 ปีที่แล้ว

    A very helpful video for mathematics resources. Almost all of them coincide with the mathematics for machine learning. But the learning tips are the ones that really stand out.

  • @josesanchezpalacios8991
    @josesanchezpalacios8991 2 ปีที่แล้ว +1

    Hello Charlotte, great video thanks,currently I am learning Artificial Intelligence and I have managed to train some models without even understand what’s going on under the hood but I know that if I want to progress even more in my learning I need to improve my math skills, I really appreciate the resources you shared I think they are goi g to help me a lot, I hope I find the time though

  • @juliellison9030
    @juliellison9030 2 ปีที่แล้ว

    Thanks so much for the Seeing Theory suggestion!! Regarding Statistics, the lecture series "Statistics 110: Probability (2018)" from Harvard is also really good, the professor is very clear and (relatively) easy to understand :)

  • @ohohjournal5828
    @ohohjournal5828 2 ปีที่แล้ว

    Please do more about these type of videos, thanks!

  • @MrAYAZ333
    @MrAYAZ333 2 ปีที่แล้ว

    thanks allot where were you before i was struggling to learn Computational neuroscience since 2013 online but still failed and found you, hope allot from you. Im a person with special needs.

  • @jackchaw4625
    @jackchaw4625 ปีที่แล้ว

    This is really good guideline for learning. Thanks.

  • @happyandhealthy888
    @happyandhealthy888 ปีที่แล้ว

    math is a natural pull

  • @chophilip21
    @chophilip21 2 ปีที่แล้ว

    really nice video! gives a clear view how to build up step by step.

  • @desertshadow6098
    @desertshadow6098 2 ปีที่แล้ว

    Love your content! The online sources you refer to are awesome. 👏 You have great organizational skills that will serve you well in your field.🙂

  • @samuelnellessen1616
    @samuelnellessen1616 2 ปีที่แล้ว +3

    Hey Charlotte, I subscribed a few weeks ago after looking up Computational Neuroscience on youtube and I love the content on your channel! :)
    I am also super eager to study Computational Neuroscience for my Masters. One aspect in the application is relevant experience; do you know any projects you are excited about which could be an opportunity for people starting out to gain experience? That would be super helpful!

  • @EyeIn_The_Sky
    @EyeIn_The_Sky 2 ปีที่แล้ว

    Hello, came here as your channel was listed in the top 40 underrated channels in its respective field by Theories of Everything with Curt Jaimungal

  • @jordanr8745
    @jordanr8745 2 ปีที่แล้ว

    Thank you for sharing this. I am a physician/ data analyst interested in computational neuroscience. Currently looking for a phD on the topic. As suggestion: a video comparing different phd programs in Europe and U.S.? Also I loved the video where you interviewed a recent phD graduate, additional videos on this format would be super cool.

  • @sinemgencturk6503
    @sinemgencturk6503 2 ปีที่แล้ว

    Love your videos as a cognitive sciences master student! They are very helpful and inspiring 🧠

  • @mateomejia6743
    @mateomejia6743 2 ปีที่แล้ว

    Thanks for your advice!! Pretty useful

  • @asiasowa
    @asiasowa 2 ปีที่แล้ว

    Great video!!! Thanks for all the tips and materials! :)

  • @Jy0ga_tk
    @Jy0ga_tk 2 ปีที่แล้ว +1

    Thank you very much!

  • @murh3143
    @murh3143 2 ปีที่แล้ว

    Great content! As a CS major student I also find your sharing really helpful

  • @francescos7361
    @francescos7361 2 ปีที่แล้ว

    Grazie mille davvero ti ringrazio immensamente . Grazie amo l'algebra e questi studi immensi in parte computare il lato neurobiologico e neuroscientifico è teoricamente devastante ma anche sovrumano.

  • @milrione8425
    @milrione8425 2 ปีที่แล้ว

    SUPER Duper!! 🙏🏻 You are the best

  • @osmara1042
    @osmara1042 ปีที่แล้ว

    Hey. I think you are really cool. Thanks for posting.

  • @Ra-pt6tx
    @Ra-pt6tx 2 ปีที่แล้ว

    Thank you

  • @juancarlosmorenogomez5556
    @juancarlosmorenogomez5556 ปีที่แล้ว

    It's a great post, thank you so much for sharing it.

  • @selmanadji5753
    @selmanadji5753 ปีที่แล้ว

    Thank you so much for this ❤

  • @aliamini7282
    @aliamini7282 2 ปีที่แล้ว +1

    can you please make a video like this for how to learn programming and AI? and all other skills that you think are necessary for anyone who wants to get a Ph.D. in your field or relevant field.

  • @omarmoisesastorojas5218
    @omarmoisesastorojas5218 2 ปีที่แล้ว

    Thanks for the recommendations :D
    Saludos desde Perú

  • @nafishasanruman5213
    @nafishasanruman5213 2 ปีที่แล้ว

    Very interesting topic, love your videos!

  • @JudgeFredd
    @JudgeFredd 2 ปีที่แล้ว +1

    Great informative video

  • @teo7681
    @teo7681 ปีที่แล้ว

    so helpful! thanks, keep up!

  • @DeepakSingh-uf5vv
    @DeepakSingh-uf5vv 2 ปีที่แล้ว

    ❤️❤️❤️❤️❤️ ur content is love. ❤️❤️❤️❤️❤️

  • @lionelmokhta9519
    @lionelmokhta9519 2 ปีที่แล้ว

    Thank you very much for all these videos!!
    I'm a computer science student and I'm really interested in computational neuroscience, I have a good background in Maths and programming .
    If you could just do a video to learn neurosciences in details and how much time I will need to be able to enter to this field
    Thank you very much !!!

  • @Bati_
    @Bati_ 2 ปีที่แล้ว +1

    Your channel is a gem, Charlotte! Thank you so much for all these wonderfully crafted videos! I have a question: Do you think any one can learn math at this level after a certain age (27) and coming from a more social science background?

    • @CharlotteFraza
      @CharlotteFraza  2 ปีที่แล้ว +3

      I think so! At every age it is possible to start learning math 🌸

    • @Bati_
      @Bati_ 2 ปีที่แล้ว

      @@CharlotteFraza Thank you for the encouragement! 🌸

    • @antikertech157
      @antikertech157 2 ปีที่แล้ว +1

      Hi, I am a 29 years old mathematician. I am doing the reverse of what you are saying. I am learning the psychology of branding, marketing, graphic design, business systems, business models, and advertising; in the meantime, I am also applying math in those fields. It has been a 5 year journey of continuous study. Strangely according to some, I am reading math books to relax from the study, now I am reading "The Riemann Zeta function" from H.M. Edwards.
      I am just starting web design from scratch this month. I am building something brand new as an entrepreneur using that massive knowledge.

  • @haneen3731
    @haneen3731 2 ปีที่แล้ว

    This is great!

  • @davidlakhter
    @davidlakhter 2 ปีที่แล้ว

    great tips!

  • @Ra-pt6tx
    @Ra-pt6tx 2 ปีที่แล้ว

    Great

  • @ot8479
    @ot8479 ปีที่แล้ว

    Introduction to mathematical thinking..

  • @justinbenavidez1985
    @justinbenavidez1985 ปีที่แล้ว

    Have you ever used Deep Lab Cut? I will have to use it soon and I am just getting started with it.

  • @Dr.shubham_med97
    @Dr.shubham_med97 9 หลายเดือนก่อน

    what is future of computation neuroscience.

  • @RisuAnetto
    @RisuAnetto 7 หลายเดือนก่อน

    Does anyone know what the role of functional analysis (math) is in computational neuroscience and know of any articles that implement the topics?

  • @SagarKumar-fx4ew
    @SagarKumar-fx4ew 2 ปีที่แล้ว

    thank you mam 🙃

  • @ZiadRabea-ie3gx
    @ZiadRabea-ie3gx ปีที่แล้ว

    is it possible to publish a scientific paper for some who does not have a bachelors degree yet?
    I'm a 1st year high schooler who invented his own programming language, and I am currently learning math and neuroscience beside computer science and robotics.

  • @italiandarthvader
    @italiandarthvader 5 หลายเดือนก่อน

    01:00 Are there any books/resources on how to divide straight into computational neuroscience without physics background? I heard of a book called Neuronal Dynamics Wulfram Gerstner where there aren't many prerequisites required, only math and programming are required no physics. Are there any book recs you have similar to this one?

  • @thecaribbeanbookworm5066
    @thecaribbeanbookworm5066 2 ปีที่แล้ว

    Hi! I quite enjoyed your practical video on this subject and look forward to more videos of the sort. I’m currently doing my undergraduate in physics as well in the Netherlands, and I’m curious about the neurophysics masters offered at Radboud. Is this the masters you finished in order to get into your current PhD position? And what general tips do you have in terms of getting into the master’s program (regarding application & pre-requisites)? Thank you in advance!

    • @CharlotteFraza
      @CharlotteFraza  2 ปีที่แล้ว

      I did the CNS master with the computational track, but indeed almost all my courses overlapped with the neurophysics master, so maybe I would recommend applying to both. From my experience the two thinks they ask for is a strong motivation (so read all the material online and know what you want to do after) and a strong math/physics background. If you have these things you will get in for sure and if not I would do a lot of selfstudy to prove I can keep up. Good luck applying 😊💪

    • @thecaribbeanbookworm5066
      @thecaribbeanbookworm5066 2 ปีที่แล้ว

      @@CharlotteFraza I will definitely take a good look. Thank you so much for your answer! Have a great weekend and keep up the great videos!

  • @zimmejoc
    @zimmejoc 2 ปีที่แล้ว

    Shoot, those three topics will take you pretty far in most fields. Not engineering, but any of the social sciences, humanities, and business.

  • @David-gn5rp
    @David-gn5rp 2 ปีที่แล้ว

    Does the pharmaceutical industry directly benefit from comp. neuroscience? Or is it only having theoretical implications for the moment?

  • @mariobroselli3642
    @mariobroselli3642 5 หลายเดือนก่อน

    Have you read books on applied mathematics or applied computer science?

  • @dimaghabbash439
    @dimaghabbash439 ปีที่แล้ว

    How can I get an idea for paper research?

  • @margaritak2034
    @margaritak2034 2 ปีที่แล้ว

    Hi Charlotte! Your videos are great. I'm starting my neuroscience masters in the fall and I was wondering if you could shed some light on storing data. I'm working on my lab's data analysis for avian optic flow processing, and also a machine learning project on the side. I'm realizing that I'm running out of room to store my data, while keeping my notes for neuro classes tidy on my laptop. Any advice for using hard drives to backup experimental data, scripts, etc. and making efficient use of computer disc storage? Thanks!

    • @CharlotteFraza
      @CharlotteFraza  2 ปีที่แล้ว +1

      Yes, this is a really big problem, to be honest I would discuss this with your professor if you can get more storage from the universities side, as these projects can get really big really fast. And else I would see if you can buy some extra storage on the cloud for example. Good luck with your masters 🌸

    • @margaritak2034
      @margaritak2034 2 ปีที่แล้ว

      @@CharlotteFraza thanks so much!

  • @antidepressant1957
    @antidepressant1957 2 ปีที่แล้ว

    You seem happy.

  • @simonecasal8892
    @simonecasal8892 2 ปีที่แล้ว

    Hey Charlotte, thanks. I'd like to ask you a good book to begin computational neuroscience. I'm a mathematician but i know neuroscience not well. So which neuroscience book can you suggest me? Thanks a lot

  • @davidtindell950
    @davidtindell950 ปีที่แล้ว

    Newer Edition: Mathematics
    Think Stats: Exploratory Data Analysis 2nd Edition
    ...

  • @sbhtkurs
    @sbhtkurs 2 ปีที่แล้ว

    Hi, great video!
    I would like to ask a question though.
    I'm going to start my journey towards becoming a computational neuroscientist in my bachelor's studies next year (it's actually titles "computatinal neuroscience"). I am wondering if and how should I combine the academy resources and learning program with self study like you suggest. If you have some insights about that I'll be more then happy to hear 😀

    • @CharlotteFraza
      @CharlotteFraza  2 ปีที่แล้ว +1

      I think always start with the resources from your bachelor and as soon as you do not understand something or miss a certain topic supplement it with self learning. And I would start to read a lot of papers in comp neuroscience on my own (as they dont teach those) 😊

    • @sbhtkurs
      @sbhtkurs 2 ปีที่แล้ว +1

      Thanks!

  • @shantanusrivastava9744
    @shantanusrivastava9744 2 ปีที่แล้ว

    Woah

  • @garrettdyess1110
    @garrettdyess1110 2 ปีที่แล้ว

    I’ve heard over and over that learning the mathematics behind computation is best done when you have a project and dive into the math when a road block is met. Having only taken math up to precal, I don’t know if this would work for me. I’m a med student working with some researchers in neuromodulation. I can’t do much now that requires anything past basic stats, but I’d like to change that with time. Would you recommend taking the time to learn the subjects by going through a full course on MIT or Khan (Calc & Linear A) or getting involved with a project and bootstrapping by consulting the courses throughout?

    • @CharlotteFraza
      @CharlotteFraza  2 ปีที่แล้ว

      If you can I would always opt for taking a project and then having the courses as reference material on the side, because seeing the math in action makes it so much more meaningful :)

    • @garrettdyess1110
      @garrettdyess1110 2 ปีที่แล้ว +1

      @@CharlotteFraza Thank you for the response. That is helpful. One more question: when you say that one need to learn calculus and linear algebra…is that all the topics within? If not, which topics within those larger topics need to be learned? Is there a document anywhere which lists them?

  • @jacob7270
    @jacob7270 2 ปีที่แล้ว

    Are these courses not normally taught in undergrad?

  • @mrcoolrv
    @mrcoolrv 2 ปีที่แล้ว

    Hello mam .. i had one request, if you can help me out with that .. can u please list down some websites from where i can find PhD position in Europe and America,.. i know this is out of the topic ... But still if u can help ?

  • @shantanusrivastava9744
    @shantanusrivastava9744 2 ปีที่แล้ว

    Eoah

  • @frajahmed5488
    @frajahmed5488 2 ปีที่แล้ว

    Hello Charlotte,
    I don't know if you have heard what Blake Lemoine has revealed recently regarding Google chat bot LamDa and the conclusion he came to realize that the AI has become sentient and as you are the expert, do you think that an AI could reach self awareness?

  • @renanoliveira0
    @renanoliveira0 2 ปีที่แล้ว

    !

  • @hichkoko1492
    @hichkoko1492 2 ปีที่แล้ว +1

    Есть тут русские?

  • @yusufbey3260
    @yusufbey3260 2 ปีที่แล้ว

    Thanks a lot,
    Charlotte Fraza, can you speak more slowly and articulate more calmly, please?

    • @koke9754
      @koke9754 2 ปีที่แล้ว +1

      Her speech sounds perfectly fine to me. You can slow down the speed of the video if you need to.