dtyulman / hebbff
Meta-learning local synaptic plasticity for continual familiarity detection
☆16Updated 2 years ago
Alternatives and similar repositories for hebbff:
Users that are interested in hebbff are comparing it to the libraries listed below
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆34Updated 6 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated last month
- ☆48Updated 3 years ago
- Python tools for participating in Neural Latents Benchmark '21☆61Updated 9 months ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- ☆77Updated 3 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆35Updated last year
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆58Updated 4 months ago
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago
- repository for grid cell network code☆61Updated 2 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆137Updated 9 months ago
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆63Updated last month
- A repository collating interesting and/or influential predictive coding papers☆77Updated 3 years ago
- The standardised environment for the hippocampus and entorhinal cortex models☆69Updated 3 weeks ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆65Updated 2 months ago
- Models and simulations for state space composition☆16Updated 5 months ago
- Analysis code for the OpenScope Credit Assignment project.☆11Updated 9 months ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆26Updated last month
- Exercises and examples for the latent dynamics workshop☆17Updated last year
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆53Updated 4 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆51Updated last month
- ☆29Updated 2 years ago
- ☆51Updated 2 years ago
- ☆24Updated 2 months ago
- A reservoir computing toolbox for neuroscientists☆96Updated 4 months ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆98Updated 3 months ago
- ☆20Updated 3 years ago
- sequential learning in orthogonal subspaces☆13Updated 4 years ago