numenta / nupic.researchLinks
Experimental algorithms. Unsupported.
☆111Updated last year
Alternatives and similar repositories for nupic.research
Users that are interested in nupic.research are comparing it to the libraries listed below
Sorting:
- Numenta Platform for Intelligent Computing PyTorch libraries☆286Updated last year
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆165Updated 5 years ago
- Numenta published papers code and data☆337Updated 3 years ago
- Spaun (nengo 2.0 version)☆79Updated last year
- Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021☆160Updated 4 years ago
- Practical Tool for Building ML Applications with HTM-Like Algorithms☆61Updated last year
- NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python☆170Updated last week
- Nengo interactive visualizer☆112Updated 7 months ago
- Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.☆47Updated 5 months ago
- Software for using predictive coding algorithms to train PyTorch models.☆26Updated last year
- Actively developed Hierarchical Temporal Memory (HTM) community fork (continuation) of NuPIC. Implementation for C++ and Python☆165Updated 2 months ago
- ☆35Updated 4 years ago
- Hierarchical Associative Memory User Experience☆105Updated last month
- Blue Brain Python Optimisation Library☆216Updated 10 months ago
- Deep learning in a spiking neural network using segregated dendrites.☆85Updated 8 years ago
- Deep learning integration for Nengo☆92Updated 9 months ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆95Updated last year
- A toolbox for integrated information theory.☆410Updated this week
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆106Updated 9 months ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 5 years ago
- Code for NEMO, and Assembly Calculus☆110Updated last year
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆43Updated 11 months ago
- ☆201Updated 3 years ago
- A Python package for simulator-independent specification of neuronal network models.☆298Updated 3 months ago
- ☆74Updated 3 years ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆168Updated 3 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆145Updated 4 years ago
- PyTorch Implementation of the paper "A Neuro-vector-symbolic architecture for Solving Raven's Progressive Matrices" published in Nature M…☆99Updated 3 months ago
- Example of "biological" learning for MNIST☆302Updated 3 years ago
- This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…☆140Updated last year