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
- ☆48Updated 3 years ago
- ☆76Updated 3 years ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- Poisson Identifiable VAE (pi-VAE)☆51Updated 3 years ago
- Python tools for participating in Neural Latents Benchmark '21☆60Updated 8 months ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 3 weeks ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- ☆29Updated last year
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆33Updated last year
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 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
- Models and simulations for state space composition☆15Updated 4 months ago
- Some methods for comparing network representations in deep learning and neuroscience.☆136Updated 8 months ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆62Updated last month
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆34Updated 2 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆57Updated 3 months ago
- Analysis of hippocampal activity in the towers task☆19Updated 3 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆49Updated last month
- Code base for the SENSORIUM competition.☆62Updated 8 months ago
- repository for grid cell network code☆61Updated 2 years ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Updated last week
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆79Updated 7 months ago
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆63Updated 2 weeks ago
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago
- ☆29Updated 2 years ago
- The standardised environment for the hippocampus and entorhinal cortex models☆69Updated last week
- Exercises and examples for the latent dynamics workshop☆17Updated last year
- ☆23Updated last year
- jPCA for Neural Data Analysis in Python☆47Updated last year