repositories
- omni-pcn
JAX predictive coding networks/graphs with learnable precision
predictive-coding jax uncertainty - ctn-waterloo/nengoplotlib
Plotting helpers for nengo. Includes spike raster plots, animations, neuron sorting code, and connectome plotting.
nengo spiking-neural-networks visualization - Semantic-Spiking-Neural-SLAM-2023
Spiking Semantic SLAM (& path integration) with Spatial Semantic Pointers (SSPs) in Nengo and Nengo-Loihi
cognitive-mapping grid-cells holographic-reduced-representations nengo oscillatory-interference path-integration semantic-slam slam spatial-semantic-pointers spiking-neural-networks vector-symbolic-architecture velocity-controlled-oscillators - successor-features-A2C
Successor features for RL in PyTorch, applied to MiniGrid tasks
reinforcement-learning successor-features pytorch - ctn-waterloo/Reinforcement-learning-in-continuous-time-with-Legendre-Memory-Units
Reinforcement learning in continuous time with Legendre Memory Units and the nengo package for modelling spiking neural networks
reinforcement-learning legendre-memory-units nengo spiking-neural-networks - ctn-waterloo/ssp-bayesopt
Efficient Bayesian Optimization with Spatial Semantic Pointers
bayesian-optimization spatial-semantic-pointers vector-symbolic-architecture