Git Product home page Git Product logo

dynamic-memory-traces-for-sequence-learning-in-spiking-network's Introduction

Info: This is the development version of the project. For a cleaned up and more usable version check out the sequence-learning repository.

Dynamic memory traces for sequence learning in spiking networks

Repo of the bachelor thesis 'Dynamic memory traces for sequence learning in spiking networks'

Setup

To run the code from the nest/ subdirectory NEST and NESTML (with gh pr checkout 805 for issue #805) are required.

To run the code in the legacy/ subdirectory Python 2.7 is required.

Changing the NESTML

Updating the custom NESTML neuron and synapse models can be a bit tedious. The easiest way to do so is laid out here:

  1. Generate a new target by setting the global variables NEURON_MODEL and SYNAPSE_MODEL to the names of your custom models in the nest/nestml_models subdirectory and calling python nest_network.py regen_models. This will create and install a new target in the nest/nestml_targets subdirectory.
  2. Reimport all the custom changes made to support normalization_sum and InstantaneousRateConnectionEvent in the corresponding .cpp and .h files.
  3. Run make -j 4 install to recompile the model with the custom changes.

dynamic-memory-traces-for-sequence-learning-in-spiking-network's People

Contributors

simonmichau avatar zbarni avatar

Watchers

 avatar  avatar

dynamic-memory-traces-for-sequence-learning-in-spiking-network's Issues

Unexpected spike on start of `measure_node_collection`

Each time measure_node_collection is called there appears a membrane potential spike in the beginning of the measurement without any reason. This likely has to do with the connection of new measurement devices. A side-effect seems to be that the real-time factor increases drastically with each new measurement.

'stdp_stp': weight parameter not accessible

On creating a new synapse connection with nest.Connect(), no parameter 'weight' is created for the created SynapseCollection. This leads to errors e.g. when calling nest.GetConnections().

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.