madvn / CTRNNLinks
Python package that implements Continuous Time Recurrent Neural Networks (CTRNNs)
☆43Updated 3 years ago
Alternatives and similar repositories for CTRNN
Users that are interested in CTRNN are comparing it to the libraries listed below
Sorting:
- Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…☆58Updated 6 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆87Updated last year
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 8 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆37Updated 6 years ago
- Predictive coding in Python☆66Updated last year
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆158Updated 4 years ago
- ☆193Updated 2 years ago
- ☆41Updated 2 years ago
- repository for grid cell network code☆63Updated 2 years ago
- Train self-modifying neural networks with neuromodulated plasticity☆77Updated 5 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆30Updated 5 years ago
- ☆114Updated last year
- Keras implementation of Legendre Memory Units☆215Updated last week
- ☆39Updated last year
- Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.☆380Updated 4 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 7 years ago
- ☆13Updated 2 years ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆41Updated 3 years ago
- Python implementation of the Leabra framework☆18Updated 7 years ago
- Code for "Deep predictive coding network for object recognition"☆25Updated 5 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Deep learning integration for Nengo☆91Updated 3 months ago
- Implementation of fixed point analysis for Recurrent Neural Network.☆21Updated 5 years ago
- Biologically-realistic recurrent convolutional neural networks☆98Updated last year
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆102Updated 4 months ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆157Updated 3 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 6 months ago
- Liquid State Machines in Python and NEST☆72Updated 4 years ago
- A repository collating interesting and/or influential predictive coding papers☆85Updated 3 years ago
- Responses of 10,000 neurons to 2,800 natural images☆68Updated 5 years ago