ThomasMiconi / BiologicallyPlausibleLearningRNNLinks
Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017
☆37Updated 6 years ago
Alternatives and similar repositories for BiologicallyPlausibleLearningRNN
Users that are interested in BiologicallyPlausibleLearningRNN are comparing it to the libraries listed below
Sorting:
- repository for grid cell network code☆65Updated 2 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 8 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆100Updated last year
- When do neural networks learn sequential vs. persistent solutions in short-term memory tasks?☆16Updated 6 years ago
- neuronal message passing☆17Updated 6 years ago
- ☆39Updated last year
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Updated 3 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆35Updated 7 years ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆102Updated 6 months ago
- Implementation of fixed point analysis for Recurrent Neural Network.☆21Updated 5 years ago
- ☆41Updated 3 years ago
- Responses of 10,000 neurons to 2,800 natural images☆70Updated 6 years ago
- Codepack accompanying "Learning by neural reassociation," Nature Neuroscience, 2018.☆21Updated 7 years ago
- This repository contains the Matlab code for "Extracting grid characteristics from spatially distributed place cell inputs using non-nega…☆19Updated 9 years ago
- ☆194Updated 2 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 7 years ago
- Predictive coding in Python☆68Updated last year
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆38Updated 9 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Recordings of 10k neurons during spontaneous behaviors☆53Updated last year
- Code accompanying the paper: Mattar, M. G., & Daw, N. D. (2018). Prioritized memory access explains planning and hippocampal replay. bioR…☆31Updated 7 years ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆158Updated 3 years ago
- Python implementation of the Leabra framework☆18Updated 7 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 8 years ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- ☆115Updated last year
- Recurrent Switching Linear Dynamical Systems☆112Updated 2 years ago
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago