jbakermans / state-space-compositionLinks
Models and simulations for state space composition
☆23Updated 10 months ago
Alternatives and similar repositories for state-space-composition
Users that are interested in state-space-composition are comparing it to the libraries listed below
Sorting:
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆66Updated last month
- Some methods for comparing network representations in deep learning and neuroscience.☆140Updated last year
- Tutorial codes for modeling brains with neural nets☆235Updated 4 years ago
- ☆81Updated 3 years ago
- Python tools for participating in Neural Latents Benchmark '21☆63Updated last year
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆114Updated 8 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆18Updated 6 months ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆43Updated 3 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆169Updated 6 years ago
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆34Updated last year
- ☆54Updated last year
- Towards large neural data models.☆30Updated 3 months ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆33Updated last month
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆70Updated 3 weeks ago
- ☆26Updated 4 months ago
- IBL foundation model☆27Updated 10 months ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆87Updated 2 months ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆16Updated 6 months ago
- methods & simulation code to measure sequential replay☆42Updated 4 years ago
- repository for grid cell network code☆65Updated 2 years ago
- A curated collection of neuroscience tasks with a common interface.☆297Updated last week
- Voxelwise Encoding Model tutorials from the Gallant lab.☆84Updated last month
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆35Updated 7 years ago
- ☆80Updated 7 months ago
- A reservoir computing toolbox for neuroscientists☆107Updated 9 months ago
- ☆20Updated 3 years ago
- code for the paper, "flexible multitask computation in recurrent networks utilizes shared dynamical motifs"☆10Updated 7 months ago
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆38Updated last year