Neurons
Neurons’ documentation table of contents
Welcome to Neurons’ documentation!
First steps
Reference
Licensing
Getting started
Advanced Topics
Auto-generated reference
Getting started
Ubuntu Installation guide
Standard installation
Installation using git
Feedback
Windows Installation Guide
Feedback
Tutorial: Your first SRM network
What do neurons do?
Importing the needed libraries
Setting up the SRM model
Inter-neural weights
Preparing a spiketrain
Simulate the network
Enjoy the result
Conclusion
Sourcecode
Questions
Tutorial: Learning the weights
Importing the needed libraries
Setting up the STDP model
Setting up the spiketrain and initial weights
Calculating the weight change at all times
Look at that result
Exercise
Conclusion
Sourcecode
Questions
Tutorial: Spike and learn
Setting everything up
Simulate
Result
Conclusion
Tutorial: Visualizing the network
Advanced Topics
Project overview
The two core methods
Visualizing
Tools
Spiking models
SRM 0 Spiking Model
Other Spiking models
Learning Models
Jeffress Model
Adapting the SRM model
Our Example
In source code
Extending the Network
References
Source Code
Write a bug report
Write a feature request
Extend the source
Auto-generated reference
spiking.py
SRM 0 model
Izhikevich model
learning.py
plotting.py
tools.py
Getting started
Ubuntu Installation guide
Standard installation
Installation using git
Feedback
Windows Installation Guide
Feedback
Tutorial: Your first SRM network
What do neurons do?
Importing the needed libraries
Setting up the SRM model
Inter-neural weights
Preparing a spiketrain
Simulate the network
Enjoy the result
Conclusion
Sourcecode
Questions
Tutorial: Learning the weights
Importing the needed libraries
Setting up the STDP model
Setting up the spiketrain and initial weights
Calculating the weight change at all times
Look at that result
Exercise
Conclusion
Sourcecode
Questions
Tutorial: Spike and learn
Setting everything up
Simulate
Result
Conclusion
Tutorial: Visualizing the network
Advanced Topics
Project overview
The two core methods
Visualizing
Tools
Spiking models
SRM 0 Spiking Model
Eta function
Epsilon function
Vectorization
Other Spiking models
Learning Models
Jeffress Model
Adapting the SRM model
Our Example
In source code
Extending the Network
References
Source Code
Write a bug report
Write a feature request
Extend the source
Auto-generated reference
spiking.py
SRM 0 model
Izhikevich model
learning.py
plotting.py
tools.py
Neurons
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