Topic: "local-learning"
loeweX/Greedy_InfoMax
Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations
Language: Python - Size: 13.5 MB - Last synced at: 1 day ago - Pushed at: about 2 years ago - Stars: 285 - Forks: 34
NACLab/ngc-learn
NGC-Learn: Neurobiological Systems Design and Simulation in Python
Language: Python - Size: 79.1 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 144 - Forks: 30
Joxis/pytorch-hebbian
A lightweight and flexible framework for Hebbian learning in PyTorch.
Language: Python - Size: 231 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 60 - Forks: 16
ago109/predictive-forward-forward
Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.
Language: Python - Size: 91 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 45 - Forks: 4
thebuckleylab/jpc
Flexible Inference for Predictive Coding Networks in JAX.
Language: Python - Size: 2.03 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 32 - Forks: 1
mahmoudakl/dsrl
Deep Spiking Reinforcement Learning
Language: Python - Size: 25.3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 3
bcrafton/ssdfa
Github page for SSDFA
Language: Python - Size: 244 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 2
AnkurMali/ContinualPTNCN
We introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning
Language: Python - Size: 4.68 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2
mapolinario94/LLS-DNN
[WACV] LLS: Local Learning Rule for Deep Neural Networks Inspired by Neural Activity Synchronization
Language: Python - Size: 368 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0
mapolinario94/S-TLLR
[TMLR] S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks
Language: Python - Size: 48.8 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
ChenxiangMA/deep_spike_learning_with_local_classifiers
A PyTorch implementation for the paper Deep Spike Learning with Local Classifiers
Language: Python - Size: 23.4 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
francesco-innocenti/pc-saddles
Code for NeurIPS 2024 paper "Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?"
Language: Jupyter Notebook - Size: 1.63 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
matthias-brucklacher/LearningMotorFeedback
A generative neural network with two streams to recognize externally generated optic flow
Language: Python - Size: 9.44 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
Razumovskyy/NN_connectivity_vs_entropy
Programming coverage of the results presented in "Connectivity versus Entropy" by Y.S. Abu-Mostafa, 1988
Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
