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Self-study computational neuroscience | Coding, Textbooks, Math

Artem Kirsanov 140 views

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Comment from : @ArtemKirsanov

Thishas been exactly what im looking for
Comment from : @kalxi1724

Thanks to ChatGPT recommending your channel Your video is definitely extraordinary…very sharp and comprehensive advice
Comment from : @freyah-yq

Does this mean that mathematical neuroscience is different from computational neuroscience??!!
Comment from : @ayanmuhammad8829

What is your take on Neuromorphic Archetuctures for Spike Detection?
Comment from : @Spac_wby_actual

Good Video
Comment from : @AryanVerma-vs5kc

do you edit your videos yourself?
Comment from : @psibarpsi

There is any eletronics in computational neuroscience?
Comment from : @pokei8584

I want to commend you on the exceptional quality of your content I have a background in programming with Matlab and R, and for the past few years, I have primarily relied on Python However, I still have a deep appreciation for R I would greatly value your opinion on whether it is worthwhile to continue using and studying R, considering its ecosystem, libraries, and other relevant factors Any insights you could share would be immensely appreciatedbrbrThank you very much
Comment from : @josemoraes8980

With the pandemic, I slowly started to perform more and more data analysis with python and R, I guess I am computational neuroscientist now …
Comment from : @vazquez-borsetti

Studying Bio and Psych in undergrad rn looking to move into neuro this stuff is really helpful, not a lot of practical info about the field out there Cheers man
Comment from : @UNLEASHEDUEASHEDSE

Step 1pythonbrStep 2codeforces smthbrStep 3books :-brbr# general neurosciencebr1N exploring the brain- barry connorsbr2principles of N- eric kandelbr3the brain from inside out- yuri brAnd research papersbrbr# comp Nbr1Theorotical N comp and mathematical modelling of neural systems - peter dayan &larry abbottbr2 Dynamical systems in N - eugenebrbrStep 4math stuffbr# mit yt lectures on linear algebrabrbrStep5 Projects// join a research lab
Comment from : @blwlmnswg

Hi, I wondered if a lot of people go into computational neuroscience research (eg BCIs) from doing a CS or AI background, and if it's better to have done something with more maths? I am choosing between CS and Maths, and CS and AI undergraduate degree, but I don't know if the latter usually contains enough of the math needed, and if it's harder to teach yourself on the side I don't know if good computational neuroscience postgraduate programs prefer you to have done the math in the degree itself?
Comment from : @user-wp2bj7xc7q

I am very interested in it I learned advance computer, mathematics and Neurology
Comment from : @Travel_Therapy_24

Man! If I follow you , definitely I can grow in coding and computational neuroscience You are so clear and convincing You have a great future !! I by the way hold PhD in Structural Biology, Biophysics and Biochemistry in Alzheimer’s and Multi-molecular Complexes !! I am now into quest of Consciousness, Psychology and Neuroscience!!
Comment from : @BrahmTatva

I think you’re a genius If we were in the 80’s you’d be a king of educational TV
Comment from : @Guivozon

Very informative Artem Thank you
Comment from : @freeman4899

W's ALL 2024 🏆 You're lit af ❤ thank you I needed this!
Comment from : @aliyahking4384

Thanks for sharing valuable information ❤
Comment from : @Ponky_12

Should we first start with bio informatics?
Comment from : @safiulfaiyaz7038

What are the symbol you created at starting??
Comment from : @vvsvlogspraveen

Thanks for the videos!
Comment from : @lij_m

Recently gained a little bit of interest in this subject, and this is the only video I have seen so far that has been able to give me a better understanding of what the field is all about Thank you very much Artem!
Comment from : @johnnjende

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

is this mostly academic or mostly industry career ?
Comment from : @joshbasnet3014

🎯 Key Takeaways for quick navigation:brbr00:46 🧠 bComputational neuroscience involves using computers for data analysis and simulations, addressing the overwhelming amount of data collected through experimental techniques in neuroscience/bbr04:25 🛠️ bNecessary skills for computational neuroscience include coding (Python or MATLAB), knowledge of neuroscience concepts, and a mathematical toolbox relevant to the chosen project/bbr05:33 📚 bRecommended textbooks for getting started in computational neuroscience include "Neuroscience: Exploring the Brain" and "Principles of Neural Science" Reading research papers is also emphasized/bbr09:44 💻 bAlgorithmic thinking is crucial for effective coding in computational neuroscience Practice solving non-straightforward problems to develop problem-solving skills/bbr15:50 🔄 bProjects are essential for learning computational neuroscience Joining a research lab is beneficial, but self-started projects, inspired by research papers, can also be valuable for hands-on learning/bbrbrMade with HARPA AI
Comment from : @hxxzxtf

Hi Artem I'd recommend From Neuron to Brain, and Neuroscience by Purves to get a general idea about neuroscience Check them out :)
Comment from : @pooyax23

Thank you very much!
Comment from : @phoenix2718Utube

Beware he is Russian
Comment from : @bestechdeals4539

Thank you! I had also falled in the pit of studying all of the math to get myself "ready" for all of the machine learning and deep learning algorithms Which now I see was pointles, because as soon as I start learning some new pure math concept, I forget the ones I had learned prior, so I get frustrated and tired, and never get to do the coding I was in the pit for a full year I re-read Howard Antons Elementary Linear Algebra textbook 3 timesbrNow I will just get on with the coding and learn Math on the go
Comment from : @sashimiPv

Thank you for the information, I've made a map to start
Comment from : @dimaghabbash439

bro do you know how many research papers get released on ai? those chineese professors releasing papers every day its like: you think your are state of the art but suddenly another paper pops out that does it better
Comment from : @DommageCollateral

in germany its a masters degree in computer science, not biophysics but german universities are limping back like crazy anyway
Comment from : @DommageCollateral

Hello my friend, I am a young man living in Syria I am 21 years old and studying computer engineering I am still a university student and need three years to graduate I want to study computational neuroscience because it interests me, especially the topic of brain control of limbs and muscles I want to migrate to one of the advanced countries like Russia or Germany to complete my studies Currently, I do not work and my parents support me and give me money to complete my studies I want to ask you what should I do in the next three years? Should I study a field of work and master it so that I can support myself and after graduation head towards studying a master’s degree in computational neuroscience or should I start studying computational neuroscience now? I really want advice and I have no one to guide me or direct me
Comment from : @osamayousef6219

Great advice & approach🧑‍💻Keep it🧠up
Comment from : @kyks6771

Julia booys
Comment from : @fugoogle_was_already_taken

I am learning much!
Comment from : @jedidiahanarfi

Great video!
Comment from : @eduardonogueira9168

Спасибо, очень информативно! Кстати, тебе не говорили, что ты очень похож на Джима Керра?
Comment from : @ФотихХакимов

Great vid! Subscribed Some other things you could've hightlighted:br- YouTube channels that are useful for thisbr- Python packages, and way of picking thembr- Perhaps do mention Kaggle - it has tons of data and exmaplesbr- More "motivational" vids on WHY is studying "computational neuroscience" is important
Comment from : @not_a_human_being

This is hugely valuable to me! Thanks for your advice and perspective
Comment from : @Haggisbishop

I can see that this video was 1 year ago Congrats on graduation! :)
Comment from : @christianbucal6933

yooooo i have read the dns lol brbefore watching this haha
Comment from : @MartinDxt

Your videos have quickly become the gold standard intro to intro computational neuroscience videos Thank you for all of them, Artem
Comment from : @kieferaland4689

Your channel revealed that the field id always wanted to go into was real and has a name br:) going to be finishing my biochemistry BS this year with three years of biophysics experience and I’m super excited to see what lays ahead!
Comment from : @dactorwatson4313

I did materials science and engineering, have little coding experience, but am dying to get involved with brain computer interfaces (black mirror kindof inspiration) I have no idea what kind of projects to look for, or what fields would bridge my knowledge to this field, but I’m very overwhelmed at the idea of learning to code just from home Pls help
Comment from : @paulwyrough2765

Literally thank you for this First steps into neuroscience on my own Will try and keep u updated with my exciting journey Hope I don’t give up and find what I am looking for 🙌
Comment from : @RK-fc7dp

Ive done bachelors in cs now im thinking masters in comp neuroscience
Comment from : @adennis200

Awesome video! Thanks!
Comment from : @Funzelwicht

An old spirit saying thanks to Artem! great/high quality KB sharing videos, I did not find a competitor that matching this
Comment from : @wguo32

At 0:29, there is a typo "comding" -> "coding"
Comment from : @raiso9759

Rumor has it that ChatGPT viewed this kid’s video and is now worried about job security… 😂
Comment from : @cashbuyer4221

I’m American and I must say, nothings more encouraging to my self esteem than to see someone with English as a second language speak, present, and explain information 12X better than me…
Comment from : @cashbuyer4221

Questi
Comment from : @Kinqsly

Stack Overflow is dead
Comment from : @luisrueda6109

You are a notch above the rest buddy If not several notches Your passion and approach are exemplary Kudos 🎉
Comment from : @NishanthSalahudeen

My attempt to summarize the videobrbr1 Write on an index card the key information of the section you’re studying or the questions that may be askedbr2 trial your memory at increasingly spaced repetitionsbr3 Make sure that when you’re studying and when you’re rewriting you’ve given an excited answer to the question: why do I want to learn this?
Comment from : @a0um

Thank you very much for this video I am a practicing critical care physician and I have been interested in learning computational method to use it in critical care, neurocritical in particular I can code with python and I have good grasp of algorithmic thinking and programming in general My math, I am learning calculus nowadays and willing to follow your advice in linear algebra and differential equations later im intending to take the course in ML by Andrew Ng but I am not quiet sure of my approach and roadmap, it would be of great help to give me some insights Thank you :)
Comment from : @shaabanmohsen8489

Very helpful video All necessary information of how to start learn neuroscience by yourself Especial thanks for a bunch of resources of the computational neurosciencebrСпасибо большое:)
Comment from : @arthen_alkor

Man you are amazing Your channel deserves much more subsribers I enjoy your videos so much ☺
Comment from : @nenadnen11111

subtitle please!
Comment from : @jakedon3341

Hey Artem! Thanks for this sick video, bout to start this amazing journey B)
Comment from : @aviksamanta6957

21:02 Oh mythat's so not truewhoever still has doubts just do urself a favor and use python there will be a lot of optimizations that you'll need to write on a later stages of development and they're VERY specific to the language you use
Comment from : @bonumonu5534

Dang that head swing is wiicked!!
Comment from : @ion_q

This is a fantastic video I'm about to take a 12 month sabbatical to study computational neuroscience and deep neural networks (two very different fields obviously) I love that your channel exists, and will keep a close eye on recommendations like this I've already reached out to a computational neuroscience lab at one of the best universities near me and they're supportive to mentor me into a masters program or PhD program This would be a pretty big career pivot for me and I'm excited about the possibilities
Comment from : @snarkyboojum

כל הכבוד מסביר ברור עניני ומקצועי תודה והצלחה
Comment from : @MBY1952

Will u do master ?
Comment from : @gametophacker5047

Thank you so much for this amazing video I have a degree in psychology and I want apply a master degree in computational neuroscience but i am a little bit scared because they usually looking for bac degree in math or physic I want to learn math and coding maybe I get a change to apply master in this field and I am open for advices Thank you
Comment from : @getoutofurownway4272

Sometimes I just am astonished and say what a time to be alive Today, I discovered your channel, and thank you from bottom of my heart
Comment from : @eda1198-w6m

Very beautiful sweet sir
Comment from : @kailashsingh9737

“Do project right now and get dirty” Cool 😊
Comment from : @Starcell170

Hello Artem, I have to say that your content is so incredibly underrated! After several years of leaving school, your channel has reminded me how much I enjoy learning neuroscience and mathematics I will be returning to school to finish my bahelors in biomedical science with minors in neuroscience and applied maths and could not be more excited to continue the journey Thank you for your content
Comment from : @josenieves309

Thanks for making this video! It was really helpful and packed with useful tips All the best in your journey!
Comment from : @thedoremaq

Matlab is a slowly dying dinosaur, until you need elevate X to a fractional power 🤭
Comment from : @josenegrete9876

Thank you Artem! It is very helpful Just one minor typo, 'Resource' in title of math section is misspelled
Comment from : @qwang6038

I love your videos! I'm studying a bachelor's in computer science centering around networking, algorithms and ai and systems penetration I also love medicine and physics What I am really interested in though is the brain, I'm autistic and it makes me think differently to most people I want to understand those differences, neurologically I want to incorporate computational neuroscience into artificial intelligence, approaching the subject through quantum computing As part of an MSc I plan to study a bachelors neuroscience and signal theory module Would have had a long way to go before I could start down that route, but mainly because I didn't know how to access it But I think I should get some of those books you suggest and start!
Comment from : @jasonrodwell5316

Well I am a college dropout but all of this is still lovely as it was brI love learning about human physiology and 🧠 brain is what fascinates me more
Comment from : @081naveengarg7

I'm an incoming freshman at Wellesley College, this video was unique, thanks
Comment from : @ohohjournal5828

I'm grateful I found you 🔥
Comment from : @saadibnrouf7941

Could sb break into this field with a background (at least at a bachelors level) in maths & physics and maybe a masters/phd degree in biochemistry?
Comment from : @starkissed5795

Its clear you read Ultralearning, keep up the good content!
Comment from : @gabybeget2384

Wonderful video My appreciations for the logical flow of the content, aesthetic value and the overall content
Comment from : @ishtvibhu

I’m studying biomedical engineering with a focus on medical imaging to get a larger perspective on healthcare and its engineering aspects, but computational neuroscience is 100 what I want to do in the long run brbrThanks for this rough outline so I can improve the computational neuroscience side hustle of my degree, lots of value I can add to my professors’ labs and connections I can make w/ these skills
Comment from : @6torthor

Glad I searched and clicked on this video Thank you for your help and I hope I have the earned privilege to give my contributions to this field in the future
Comment from : @Fdan36

How to start learning programminglike matlabetc
Comment from : @noeller7312

Wolfram Mathematica is good too and that is a lot cheaper than matlab You don't need a yearly license It does help getting new upgrades
Comment from : @neoforce0

Amazing video 👏🏼👏🏼 I'm BSc in neuroscience, and learned to love computing through cmput electivesbrBut I didn't touch computational neuro since I thought I'd have to know all the math and be a genius coder or a graduate comp sci student first It was really helpful to see that debunked! Especially that you mentioned python was popularly used, the only programming language I know I'm soon getting into research, and stumbling into your channel has encouraged me to pursue it with this angle :)
Comment from : @rein2462

this was such an awesome video, you've inspired me to learn more :))
Comment from : @guillaume6373

I'm doing a bachelor's in Neuroscience with a minor in Math and I have a background with CS brMost of the stuff covered in my program is focused on the biological and physical aspect of neurons brbrThe computational side of neuroscience was always daunting to me but this encouraged to try it outbrThanks
Comment from : @Preposter

i think this is related at some point with Artificial Intelligence
Comment from : @arielpirante2

Going to start my graduate program in computational neuroscience next year I come from a mechanical engineering background, and this video provided a good library of resources to get started
Comment from : @strauss7151

Dynamical Systems in Neuroscience: The Geometry of Excitability and Bursting (Computational Neuroscience Series) isn’t available for kindle anymore
Comment from : @nts9