Institute for Theoretical Computer Science, TU Graz (@IGITUGraz)
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Top repositories

1

WeatherDiffusion

Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [TPAMI 2023]
Python
236
star
2

LSNN-official

Long short-term memory Spiking Neural Networks
Python
92
star
3

eligibility_propagation

Python
79
star
4

LSM

Liquid State Machines in Python and NEST
Python
49
star
5

live-plotter

Live plots with matplotlib with a simple interface
Python
44
star
6

L2L

Learning to Learn: Gradient-free Optimization framework
Python
36
star
7

spore-nest-module

Synaptic Plasticity with Online Reinforcement learning
C++
25
star
8

H-Mem

Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks
Python
12
star
9

SimManager

The Simulation Manager is a library for enabling reproducible scientific simulations.
Python
9
star
10

SparseAdversarialTraining

Code for "Training Adversarially Robust Sparse Networks via Bayesian Connectivity Sampling" [ICML 2021]
Python
7
star
11

structured_information_representation

Simulation code für Müller et al., A model for structured information representation in neural networks of the brain
Python
6
star
12

MemoryDependentComputation

Code for Limbacher, T., Özdenizci, O., & Legenstein, R. (2022). Memory-enriched computation and learning in spiking neural networks through Hebbian plasticity. arXiv preprint arXiv:2205.11276.
Python
6
star
13

OutputCodeMatching

Code for "Improving Robustness Against Stealthy Weight Bit-Flip Attacks by Output Code Matching" [CVPR 2022]
Python
5
star
14

IGI-Reading-Group

IGI Reading Group
5
star
15

Spike-Frequency-Adaptation-Supports-Network-Computations

Code for: Spike Frequency Adaptation Supports Network Computations on Temporally Dispersed Information
Jupyter Notebook
5
star
16

CSNN

Python
4
star
17

SimRecorder

An high-performance library for recording and storing simulation data
Python
4
star
18

dendritic_rewiring

Simulation code for Limbacher, T. and Legenstein, R. (2020). Emergence of Stable Synaptic Clusters on Dendrites Through Synaptic Rewiring
Python
4
star
19

nevesim

Neural EVEnt-based SIMulator
C++
3
star
20

dynamic_rnn_with_gradients

Python
1
star
21

Cognitive-Map-Learner

This repo contains an example jupyter-notebook for the CML algorithm on all different kinds of the abstract random graph tasks.
Jupyter Notebook
1
star
22

adaptation_working_memory

Spike frequency adaptation supports network computations on temporally dispersed information
Jupyter Notebook
1
star