Can I get into computational neuroscience from EE?

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Discussion Overview

The discussion centers on the viability of transitioning from a background in electrical engineering (EE) to a career in computational neuroscience. Participants explore educational pathways, the relevance of signal processing in neuroscience, and the search for suitable graduate programs.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested
  • Homework-related

Main Points Raised

  • One participant expresses a desire to transition from electrical engineering with a focus on signal processing to computational neuroscience and questions the viability of this path.
  • Another participant suggests that transitioning from EE to computational neuroscience is common and recommends pursuing a master's in computational neuroscience rather than straight neuroscience.
  • Signal processing is proposed as a useful tool in computational neuroscience for modeling brain processes and analyzing noisy data from the nervous system.
  • A participant notes that neural models can be represented as electrical circuits, referencing literature from EE departments that explore this connection.
  • Concerns are raised about the difficulty in finding computational neuroscience graduate programs that do not require extensive biology or chemistry backgrounds.
  • One participant mentions that many top-tier schools dominate the field of computational neuroscience, suggesting that middle-tier schools may require finding specific advisors or research groups focused on the area of interest.
  • Alternative terms like theoretical neuroscience and mathematical neuroscience are mentioned as potential search keywords for finding relevant programs.

Areas of Agreement / Disagreement

Participants generally agree that transitioning from EE to computational neuroscience is possible, but there is no consensus on the best educational path or the availability of suitable programs, particularly at middle-tier institutions.

Contextual Notes

Some participants express uncertainty about the specific requirements of computational neuroscience programs and the extent to which biology and chemistry knowledge is necessary. There is also a lack of clarity regarding the availability of programs outside of top-tier schools.

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I am finishing my BS this semester in electrical engineering with an emphasis in signal processing and I want to eventually become a researcher in computational neuroscience. Is this transition viable?

Since I ultimately want a Ph.D in neuroscience should I get my masters in neuroscience or can I get a masters in EE and switch afterwards?

Is signal processing used in computational neuroscience? If so, what is it used for? I suppose it is because I've seen several books on signal processing for neuroscientists but I'm not exactly sure how they use it.

Also, I am only interested in the science of brains, not engineering technology to interface with the brain.
 
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The short answers are:

1. Yes, you can go into computational neuroscience from EE, and many people do.

2. You could potentially go either route, but I would probably recommend a master's in comp. neuro. rather than straight neuroscience.

3. You can think of the brain as a system that takes signals from the environment and processes them to generate perceptions and actions. You can use signal processing to model this process. Neuroscients also need signal processing to analyse noisy data from the nervous system.
 
Yes, many neural models can be conceived as an electrical circuit model with nonlinear elements and I come across papers here and there by EE departments when I do background literature.

I've seen circuit construction too, where they constructed a circuit that reproduces the behavior of a Morris Lecar neuron.
 
I am having a tough time finding comp-neuro graduate programs that do not require a lot of biology/chemistry.

Can anyone recommend colleges for comp-neuro? Not JHU/Berkeley/Columbia type schools either, I'm looking for middle tier schools.
 
I keep hearing the transition is possible and is done frequently but I can't find any programs. What gives?
 
Mostly only top tier schools can afford to invest in something like comp neuro. For middle tier, You may have to find the appropriate advisor or research group doing the research you want. It could end up being in an EE department with a focus in neuro. Theoretical neuroscience and mathematical neuroscience are other names for the field that may help you search. Look for papers published out of EE departments and consider those departments.
 

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