IzhikevichModel | GitHub repository for an OSB project | REST library

 by   OpenSourceBrain Jupyter Notebook Version: v0.1 License: BSD-3-Clause

kandi X-RAY | IzhikevichModel Summary

kandi X-RAY | IzhikevichModel Summary

IzhikevichModel is a Jupyter Notebook library typically used in Web Services, REST applications. IzhikevichModel has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

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              IzhikevichModel has a low active ecosystem.
              It has 20 star(s) with 11 fork(s). There are 7 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 3 open issues and 3 have been closed. On average issues are closed in 358 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of IzhikevichModel is v0.1

            kandi-Quality Quality

              IzhikevichModel has 0 bugs and 0 code smells.

            kandi-Security Security

              IzhikevichModel has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              IzhikevichModel code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              IzhikevichModel is licensed under the BSD-3-Clause License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              IzhikevichModel releases are available to install and integrate.
              It has 1415 lines of code, 40 functions and 16 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

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            IzhikevichModel Key Features

            No Key Features are available at this moment for IzhikevichModel.

            IzhikevichModel Examples and Code Snippets

            No Code Snippets are available at this moment for IzhikevichModel.

            Community Discussions

            Trending Discussions on IzhikevichModel

            QUESTION

            Implementing the Izhikevich neuron model
            Asked 2017-Jan-21 at 22:07

            I'm trying to implement the spiking neuron of the Izhikevich model. The formula for this type of neuron is really simple:

            v[n+1] = 0.04*v[n]^2 + 5*v[n] + 140 - u[n] + I

            u[n+1] = a*(b*v[n] - u[n])

            where v is the membrane potential and u is a recovery variable.

            If v gets above 30, it is reset to c and u is reset to u + d.

            Given such a simple equation I wouldn't expect any problems. But while the graph should look like , all I'm getting is this:

            I'm completely at loss what I'm doing wrong exactly because there's so little to do wrong. I've looked for other implementations but the code I'm looking for is always hidden in a dll somewhere. However I'm pretty sure I'm doing exactly what the Matlab code of the author (2) is doing. Here is my full R code:

            ...

            ANSWER

            Answered 2017-Jan-20 at 18:33

            Take a look at the code that implements the Izhikevich model in R below. It results in the following R plots:

            Regular Spiking Cell:

            Chattering Cell:

            And the R code:

            Source https://stackoverflow.com/questions/41753461

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install IzhikevichModel

            You can download it from GitHub.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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