ComputationalPsychiatry / pyhgf
PyHGF: A neural network library for predictive coding
☆74Updated this week
Alternatives and similar repositories for pyhgf:
Users that are interested in pyhgf are comparing it to the libraries listed below
- Predictive coding in Python☆65Updated last year
- The Julia implementation of the generalised hierarchical Gaussian filter☆32Updated last month
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆79Updated 8 months ago
- repository for grid cell network code☆61Updated 2 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆58Updated 4 months ago
- A repository collating interesting and/or influential predictive coding papers☆77Updated 3 years ago
- ☆48Updated last year
- The standardised environment for the hippocampus and entorhinal cortex models☆69Updated 3 weeks ago
- Some methods for comparing network representations in deep learning and neuroscience.☆137Updated 9 months ago
- Development of HSSM package☆92Updated last week
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Code for Galgali et al, 2023☆13Updated 2 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
- Materials for Methods in Neuroscience at Dartmouth (MIND) 2019 Summer School on Cognitive Maps☆51Updated 5 years ago
- Models and simulations for state space composition☆16Updated 5 months ago
- ☆13Updated 2 years ago
- ☆40Updated 2 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆34Updated 6 years ago
- Topographic Deep Artificial Neural Networks☆52Updated 6 months ago
- ☆20Updated last year
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆20Updated 4 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- ☆15Updated 5 years ago
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago
- ☆77Updated 3 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆53Updated 4 years ago
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆146Updated 10 months ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆26Updated last month
- Recurrent state-space models for decision making☆30Updated 2 years ago
- ☆15Updated 6 months ago