benureau / leabra
Python implementation of the Leabra framework
☆18Updated 6 years ago
Alternatives and similar repositories for leabra:
Users that are interested in leabra are comparing it to the libraries listed below
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆35Updated 5 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆48Updated 8 years ago
- Code accompanying the paper: Mattar, M. G., & Daw, N. D. (2018). Prioritized memory access explains planning and hippocampal replay. bioR…☆27Updated 6 years ago
- repository for grid cell network code☆59Updated 2 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆86Updated 7 years ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 6 years ago
- A Reward-Modulated Hebbian Learning Rule for Recurrent Neural Networks☆33Updated 3 years ago
- Short-term plasticity RNN models in Tensorflow☆34Updated 4 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆93Updated 5 months ago
- When do neural networks learn sequential vs. persistent solutions in short-term memory tasks?☆16Updated 5 years ago
- Implementation of fixed point analysis for Recurrent Neural Network.☆20Updated 5 years ago
- Code for Galgali et al, 2023☆12Updated 2 years ago
- 🔋 Utilities for scientific python☆20Updated 5 months ago
- Tools for spike data analysis and visualization☆104Updated last year
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆32Updated 6 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆36Updated 8 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆12Updated 2 years ago
- A repository collating interesting and/or influential predictive coding papers☆64Updated 3 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- Recordings of 10k neurons during spontaneous behaviors☆50Updated 9 months ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- ☆35Updated 2 years ago
- Python tools for analysis of neurophysiology data☆36Updated last year
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆63Updated last year
- Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.☆33Updated last year
- This repository contains the Matlab code for "Extracting grid characteristics from spatially distributed place cell inputs using non-nega…☆19Updated 8 years ago
- Predictive coding in Python☆65Updated 9 months ago
- ☆183Updated 2 years ago