brain-inspired-computing

There are 1 repository under brain-inspired-computing topic.

brainpy / BrainPy
Brain Dynamics Programming in Python
brain-dynamics-modeling brain-inspired-computing brain-simulations brainpy spiking-neural-networks
Language:Python 485
AXYZdong / awesome-snn-conference-paper
🔥 This repo compiles top conference papers and code for Spiking Neural Networks research. The project is actively evolving. 本仓库收集了脉冲神经网络领域的顶会顶刊论文和代码，正在持续更新中。
snn spiking-neural-networks awesome conference-paper brain-inspired-computing
187
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 92
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
Saran-nns / sorn
PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
associative-networks autonomous-agents bolzmann-machines brain-inspired-computing complex-networks cortical-learning cortical-network hebbian-learning hopfield-network machine-learning neuro-computing neuroinformatics neuroplasticity point-neurons reinforcement-learning reservoir-computing self-organizing-criticality self-organizing-network sorn
Language:Python 30
ago109 / active-neural-generative-coding
Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent models.
active-inference predictive-coding brain-inspired-computing cognitive-science jax machine-learning neural-networks neuroscience
Language:Python 9
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
Brain-Inspired-Computing / Final-Project
Research Project regarding Satellite Image Recognition using SNN
industrial-satellite-image satellite-dataset lif-neurons snn brain-inspired-computing
Language:Jupyter Notebook 4
ago109 / contrastive-signal-dependent-plasticity
CSDP: Biological Credit Assignment for Spiking Neural Circuits
brain-inspired-computing computational-neuroscience neuroscience spiking-neural-networks
Language:Python 2
Saran-nns / rmsorn
PyPi package of Reward-Modulated Self Organizing Recurrent Neural Network
artifical-intelligense brain-inspired-computing criticality deep-learning dynamical-modeling machine-learning neuroscience reinforcement-learning self-organizing-network spiking-cortical-model spiking-neural-networks
Language:Python 1
ago109 / ContinualPTNCN
Redirect repo for the paper " Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations"
brain-inspired-computing predictive-coding recurrent-neural-networks
0