Neural Adaptive Computing Laboratory

All

7 repositories

ngc-learn
Public
NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python
python machine-learning neuroscience computational-neuroscience neural-networks cognitive-science spiking-neural-networks free-energy learning-algorithms hebbian-learning
Python
•
BSD 3-Clause "New" or "Revised" License
•33•172•2•0•Updated Dec 29, 2025Dec 29, 2025
ngc-museum
Public
NGC Museum: Biomimetic Credit Assignment, NeuroAI, and Brain-Inspired Computing with NGC-Learn
Python
•
BSD 3-Clause "New" or "Revised" License
•7•18•0•1•Updated Dec 17, 2025Dec 17, 2025
ngc-sim-lib
Public
NGC-Sim-Lib: A Backend Compiler and State-Machine Engine for NGC-Learn
Python
•
BSD 3-Clause "New" or "Revised" License
•2•7•0•1•Updated Dec 6, 2025Dec 6, 2025
self-revising-active-inference
Public
Official Implementation for the paper "SR-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models"
reinforcement-learning deep-learning robotics gymnasium pomdp pixel-based image-based active-inference sparse-reward robosuite
Python
•3•64•0•0•Updated Sep 6, 2025Sep 6, 2025
SnnDynamicsPracticalGuide
Public
Spiking Neural Network Dynamics (Tech Report)
0•2•0•0•Updated Jun 9, 2025Jun 9, 2025
ngc-lava
Public
NGC-Lava: NGC-Learn Support for Loihi 2 Lava Spiking Networks
Python
•
BSD 3-Clause "New" or "Revised" License
•0•4•0•0•Updated Jul 15, 2024Jul 15, 2024
ngc-learn-legacy
Public
NGC-Learn: Predictive Coding and Neurobiologically-Motivated Learning in Python
python neuroscience computational-neuroscience cognitive-science spiking-neural-networks credit-assignment predictive-coding tensorflow2
Python
•
BSD 3-Clause "New" or "Revised" License
•33•4•0•0•Updated Mar 2, 2024Mar 2, 2024