alec-tschantz / predcoding

Related projects ⓘ

Alternatives and complementary repositories for predcoding

• vicariousinc / naturecomm_cscg
  ☆35Updated 2 years ago
• infer-actively / pypc
  Predictive coding in Python
  ☆64Updated 7 months ago
• ganguli-lab / grid-pattern-formation
  repository for grid cell network code
  ☆53Updated last year
• conorheins / bayesian-mechanics-sdes
  ☆13Updated 2 years ago
• pl-robotdecision / tutorials-active-inference
  Free Energy Principle and Active Inference tutorials for newbies
  ☆41Updated 4 years ago
• BerenMillidge / Predictive_Coding_Papers
  A repository collating interesting and/or influential predictive coding papers
  ☆58Updated 3 years ago
• jazlab / moog.github.io
  Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.
  ☆33Updated last year
• ThomasMiconi / BiologicallyPlausibleLearningRNN
  Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017
  ☆35Updated 5 years ago
• zfountas / deep-active-inference-mc
  Deep active inference agents using Monte-Carlo methods
  ☆84Updated 3 years ago
• qihongl / learn-hippo
  Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife
  ☆40Updated 2 years ago
• tejparr / nmpassing
  neuronal message passing
  ☆17Updated 6 years ago
• nathanwispinski / meta-rl
  A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.
  ☆14Updated last year
• ucbtns / dai
  🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment
  ☆35Updated 4 years ago
• markkho / value-guided-construal
  Code and data for People construct simplified mental representations to plan
  ☆21Updated last year
• NACLab / ngc-learn
  NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
  ☆124Updated this week
• BerenMillidge / FEP_Active_Inference_Papers
  A repository for major/influential FEP and active inference papers.
  ☆178Updated 3 years ago
• BerenMillidge / PredictiveCodingBackprop
  Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
  ☆149Updated 3 years ago
• alec-tschantz / action-oriented
  Repository for "Learning action-oriented models through active inference"
  ☆12Updated 4 years ago
• miyosuda / predictive_coding
  Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects
  ☆23Updated 5 years ago
• thefonseca / predictive-coding
  Research of a deep predictive coding model for unsupervised representation learning from video and audio data.
  ☆28Updated 5 years ago
• alec-tschantz / rl-inference
  Reinforcement Learning through Active Inference
  ☆67Updated 4 years ago
• KietzmannLab / EmergentPredictiveCoding
  ☆38Updated 9 months ago
• marcelomattar / PrioritizedReplay
  Code accompanying the paper: Mattar, M. G., & Daw, N. D. (2018). Prioritized memory access explains planning and hippocampal replay. bioR…
  ☆26Updated 6 years ago
• sompolinsky-lab / dnn-object-manifolds
  ☆46Updated 3 years ago
• djcrw / generalising-structural-knowledge
  ☆181Updated 2 years ago
• apayeur / spikingburstprop
  Auryn-based simulation of multiplexing and burst-dependent plasticity
  ☆22Updated 3 years ago
• ago109 / active-neural-generative-coding
  Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…
  ☆15Updated 9 months ago
• payampiray / LinearRL
  ☆24Updated 3 years ago
• awjuliani / successor_examples
  Tutorials on learning and using successor representations.
  ☆50Updated 5 years ago
• ahwillia / netrep
  Some methods for comparing network representations in deep learning and neuroscience.
  ☆125Updated 3 months ago