JonathanAMichaels / hebbRNN
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
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆49Updated 8 years ago
- ☆26Updated 7 months ago
- Recordings of 10k neurons during spontaneous behaviors☆50Updated 10 months ago
- repository for grid cell network code☆61Updated 2 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆35Updated 5 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 6 years ago
- Tools for spike data analysis and visualization☆104Updated 2 years ago
- Python tools for analysis of neurophysiology data☆36Updated last year
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆20Updated 3 years ago
- Responses of 10,000 neurons to 2,800 natural images☆68Updated 5 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 7 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆36Updated 8 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆64Updated last year
- Urai AE, Doiron B, Leifer AM & Churchland AK (2022) Large-scale neural recordings call for new insights to link brain and behavior. Natur…☆18Updated 2 years ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆92Updated 6 months ago
- When do neural networks learn sequential vs. persistent solutions in short-term memory tasks?☆16Updated 5 years ago
- Python implementation of the Leabra framework☆18Updated 7 years ago
- Optimization of single-cell biophysically detailed models☆15Updated 4 years ago
- NeuroTools is a collection of tools for representing and anlyzing neuroscientific data.☆31Updated 4 years ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆100Updated last year
- YASS: Yet Another Spike Sorter☆66Updated 2 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆19Updated 7 years ago
- ☆49Updated 2 years ago
- Preprint classes for biological journals☆30Updated 4 years ago
- ☆47Updated 3 years ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆25Updated last year
- ☆69Updated 2 years ago