BrainPy Examples
This repository contains examples of using BrainPy to implement various neuron models or network models.
Neuron Models
Continuous-attractor Network
Decision Making Model
E/I Balanced Network
Gap Junction Network
Oscillation and Synchronization
Recurrent Neural Network
- (Sussillo & Abbott, 2009) FORCE Learning
- (Laje & Buonomano, 2013) Robust Timing in RNN
- Integrator RNN Model
- Train RNN to Solve Parametric Working Memory
- (Song, et al., 2016): Training excitatory-inhibitory recurrent network
- (Masse, et al., 2019): RNN with STP for Working Memory
- (Yang, 2020): Dynamical system analysis for RNN
Working Memory Model