alec-tschantz / predcoding
A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)
☆15Updated 4 years ago
Alternatives and similar repositories for predcoding:
Users that are interested in predcoding are comparing it to the libraries listed below
- ☆40Updated 2 years ago
- Predictive coding in Python☆65Updated last year
- repository for grid cell network code☆61Updated 2 years ago
- A repository collating interesting and/or influential predictive coding papers☆77Updated 3 years ago
- ☆13Updated 2 years ago
- Flexible Inference for Predictive Coding Networks in JAX.☆32Updated 3 weeks ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆16Updated 2 years ago
- Predictive Coding JAX-based library☆54Updated last week
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆29Updated 5 years ago
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆18Updated last year
- Seminar on Advanced Topics in Theoretical Neuroscience - Columbia University 2020☆10Updated 4 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆23Updated 4 years ago
- Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.☆33Updated 2 months ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆35Updated 6 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Updated 3 years ago
- PyHGF: A neural network library for predictive coding☆70Updated this week
- Deep active inference agents using Monte-Carlo methods☆88Updated 3 years ago
- neuronal message passing☆17Updated 6 years ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆41Updated 3 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated last year
- Official code for Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells (NeurIPS workshop on Symmetry and Geo…☆11Updated 2 years ago
- Free Energy Principle and Active Inference tutorials for newbies☆47Updated 4 years ago
- Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"☆10Updated 4 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆24Updated 5 years ago
- ☆27Updated last year
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- Repository for "Learning action-oriented models through active inference"☆12Updated 4 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆151Updated 4 years ago
- Implementation of feedback alignment learning in PyTorch☆31Updated last year
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆31Updated 4 years ago