local-learning

There are 0 repository under local-learning topic.

loeweX / Greedy_InfoMax
Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations
deep-learning local-learning pytorch
Language:Python 282
ngc-learn
NACLab / ngc-learn
NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
brain-inspired-computing free-energy machine-learning neuroscience predictive-coding predictive-processing python spiking-neural-networks learning-algorithms cognitive-science local-learning computational-neuroscience neural-networks biological-neural-networks credit-assignment hebbian-learning spiking-networks jax credit-assignment-problem
Language:Python 94
julestalloen / pytorch-hebbian
A lightweight and flexible framework for Hebbian learning in PyTorch.
hebbian-learning pytorch image-classification unsupervised-learning local-learning
Language:Python 72
ago109 / predictive-forward-forward
Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.
forward-forward local-learning tensorflow predictive-forward-forward forward-learning learning-algorithms biological-neural-networks brain-inspired-computing credit-assignment machine-learning neural-networks predictive-coding recurrent-networks cognitive-science forward-pass-learning neuroscience
Language:Python 50
amassivek / signalpropagation
Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)
deep-learning forward-forward neural-networks forward-learning forward-pass biological-neural-networks local-learning spiking-networks spiking-neural-networks signal-propagation forward-pass-learning neural-network sigprop machine-learning artificial-intelligence learning-algorithms pytorch
Language:Python 46
mahmoudakl / dsrl
Deep Spiking Reinforcement Learning
deep-reinforcement-learning local-learning r-stdp reinforcement-learning spiking-neural-networks surrogate-gradients
Language:Python 15
bcrafton / ssdfa
Github page for SSDFA
bio-plausible-algorithms feedback-alignment local-learning backpropagation sparse-neural-networks hardware-acceleration
Language:Python 10
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
biological-neural-networks brain-inspired-computing cognitive-science language-model local-learning machine-learning neuroscience numpy predictive-coding recurrent-neural-networks tensorflow2
Language:Python 9
Razumovskyy / NN_connectivity_vs_entropy
Programming coverage of the results presented in "Connectivity versus Entropy" by Y.S. Abu-Mostafa, 1988
entropy-estimation local-learning neural-networks
Language:Jupyter Notebook 2
ChenxiangMA / deep_spike_learning_with_local_classifiers
A PyTorch implementation for the paper Deep Spike Learning with Local Classifiers
local-learning pytorch spiking-neural-networks
Language:Python 1
matthias-brucklacher / PCInvariance
A predictive coding neural network to learn invariant representations from short video clips
generative-model local-learning predictive-coding representation-learning
Language:Python 1
matthias-brucklacher / LearningMotorFeedback
A generative neural network with two streams to recognize externally generated optic flow
generative-model local-learning neural-network optical-flow predictive-coding
Language:Python