geometric-intelligence / neurometryLinks
Quantify geometric intelligence in natural and artificial brains.
☆50Updated 6 months ago
Alternatives and similar repositories for neurometry
Users that are interested in neurometry are comparing it to the libraries listed below
Sorting:
- Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally …☆72Updated 2 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆30Updated 5 years ago
- The standardised environment for the hippocampus and entorhinal cortex models☆70Updated last month
- A connectome-constrained deep mechanistic network (DMN) model of the fruit fly visual system in PyTorch.☆62Updated 4 months ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 4 years ago
- ☆38Updated last year
- ☆23Updated last year
- The framework for inferring Langevin dynamics from spike data☆32Updated 3 weeks ago
- ☆40Updated 2 years ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆40Updated 4 months ago
- 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
- The Zebrafish Activity Prediction Benchmark measures progress on the problem of predicting cellular-resolution neural activity throughout…☆33Updated last month
- Flexible Inference for Predictive Coding Networks in JAX.☆45Updated this week
- PyHGF: A neural network library for predictive coding☆82Updated 3 weeks ago
- Analysis of hippocampal activity in the towers task☆20Updated 4 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆38Updated 2 years ago
- Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.☆46Updated 8 months ago
- Gaussian Process Factor Analysis with Dynamical Structure☆16Updated 4 years ago
- ☆13Updated 2 years ago
- Exercises and examples for the latent dynamics workshop☆17Updated last year
- ☆31Updated last year
- Software for using predictive coding algorithms to train PyTorch models.☆23Updated last year
- repository for grid cell network code☆61Updated 2 years ago
- ☆48Updated 3 years ago
- Predictive coding in Python☆65Updated last year
- General framework for Bayesian inversion of continuous hierarchical models☆10Updated 3 years ago
- A generalised Gaussian process method for learning vector fields over non-Euclidean domains. Particularly useful for EEG data analysis an…☆24Updated 7 months ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆59Updated 11 months ago
- This is material written for the masterclass Numerical and Analytical Methods for Spatially-Extended Neurobiological Networks, held at th…☆17Updated last year