JonathanAMichaels / hebbRNNLinks
A Reward-Modulated Hebbian Learning Rule for Recurrent Neural Networks
☆33Updated 3 years ago
Alternatives and similar repositories for hebbRNN
Users that are interested in hebbRNN are comparing it to the libraries listed below
Sorting:
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- repository for grid cell network code☆61Updated 2 years ago
- Recordings of 10k neurons during spontaneous behaviors☆52Updated last year
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆36Updated 6 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 6 years ago
- ☆26Updated 11 months ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Everything needed to replicate the figures from the paper "Engineering recurrent neural networks from task-relevant manifolds and dynamic…☆12Updated 5 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆66Updated last year
- Seminar on Advanced Topics in Theoretical Neuroscience - Columbia University 2020☆10Updated 5 years ago
- Tools for spike data analysis and visualization☆106Updated 2 years ago
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆27Updated 8 years ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆36Updated 9 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆97Updated 10 months ago
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆20Updated 4 years ago
- YASS: Yet Another Spike Sorter☆66Updated 2 years ago
- ☆40Updated 2 years ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆102Updated 2 months ago
- Python tools for analysis of neurophysiology data☆37Updated last year
- The COntextual INference (COIN) model☆21Updated 10 months ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆18Updated 7 years ago
- Implementation of fixed point analysis for Recurrent Neural Network.☆20Updated 5 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 7 years ago
- Codepack accompanying "Learning by neural reassociation," Nature Neuroscience, 2018.☆22Updated 7 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 7 years ago
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- Code for Galgali et al, 2023☆13Updated 2 years ago