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@IGITUGraz

Institute for Theoretical Computer Science, TU Graz

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  1. LSNN-official LSNN-official Public

    Long short-term memory Spiking Neural Networks

    Python 99 24

  2. L2L L2L Public

    Learning to Learn: Gradient-free Optimization framework

    Python 36 23

  3. LSM LSM Public

    Liquid State Machines in Python and NEST

    Python 68 24

  4. spore-nest-module spore-nest-module Public

    Synaptic Plasticity with Online Reinforcement learning

    C++ 25 11

  5. SimManager SimManager Public

    The Simulation Manager is a library for enabling reproducible scientific simulations.

    Python 10 4

  6. SimRecorder SimRecorder Public

    An high-performance library for recording and storing simulation data

    Python 4 3

Repositories

Showing 10 of 38 repositories
  • RobustModelCompression Public

    Code for "Preserving Real-World Robustness of Neural Networks Under Sparsity Constraints" [ECML-PKDD 2024]

    IGITUGraz/RobustModelCompression’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 2, 2024
  • SE-adlif Public

    WIP

    IGITUGraz/SE-adlif’s past year of commit activity
    Python 5 2 0 0 Updated Aug 28, 2024
  • RapidLearningInMemoryComputing Public
    IGITUGraz/RapidLearningInMemoryComputing’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated May 13, 2024
  • RobustSNNConversion Public

    Code for "Adversarially Robust Spiking Neural Networks Through Conversion" [TMLR 2024]

    IGITUGraz/RobustSNNConversion’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Apr 12, 2024
  • eligibility_propagation Public
    IGITUGraz/eligibility_propagation’s past year of commit activity
    Python 88 36 1 4 Updated Mar 18, 2024
  • Cognitive-Map-Learner Public

    This repo contains an example jupyter-notebook for the CML algorithm on all different kinds of the abstract random graph tasks.

    IGITUGraz/Cognitive-Map-Learner’s past year of commit activity
    Jupyter Notebook 11 2 0 0 Updated Mar 15, 2024
  • StraightSkel Public

    StraightSkel is an implementation of the Straight Skeleton in 2- and 3-dimensional space. It is used to animate the computation of offsets of polygons and polyhedrons. StraightSkel was written by Gernot Walzl in the years 2011, 2012, 2013, 2016

    IGITUGraz/StraightSkel’s past year of commit activity
    C++ 2 MIT 1 0 0 Updated Mar 7, 2024
  • QuantizedRewiring Public
    IGITUGraz/QuantizedRewiring’s past year of commit activity
    Python 0 0 0 0 Updated Nov 23, 2023
  • Fault-Pruning Public

    Code for: Kraišniković, C., Stathopoulos, S., Prodromakis, T., & Legenstein, R. (2023, March). Fault pruning: Robust training of neural networks with memristive weights. In International Conference on Unconventional Computation and Natural Computation (pp. 124-139). Cham: Springer Nature Switzerland.

    IGITUGraz/Fault-Pruning’s past year of commit activity
    Python 0 0 0 0 Updated Nov 23, 2023
  • TSP Public

    code for Non-synaptic plasticity enables memory-dependent local learning paper

    IGITUGraz/TSP’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Nov 8, 2023
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