ahwillia / netrep
Some methods for comparing network representations in deep learning and neuroscience.
☆132Updated 7 months ago
Alternatives and similar repositories for netrep:
Users that are interested in netrep are comparing it to the libraries listed below
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆53Updated 3 months ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 years ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆95Updated last month
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆33Updated last year
- A framework for evaluating models on their alignment to brain and behavioral measurements (100+ benchmarks)☆140Updated this week
- ☆72Updated last week
- ☆75Updated 3 years ago
- ☆47Updated 3 years ago
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆60Updated last year
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆34Updated 6 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Python tools for participating in Neural Latents Benchmark '21☆59Updated 8 months ago
- The standardised environment for the hippocampus and entorhinal cortex models☆68Updated 2 weeks ago
- Python library for Representational Similarity Analysis☆198Updated last month
- Tutorial codes for modeling brains with neural nets☆219Updated 3 years ago
- ☆22Updated 3 years ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆58Updated 3 weeks ago
- ☆48Updated 11 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆52Updated 4 years ago
- Code base for the SENSORIUM competition.☆62Updated 7 months ago
- Modeling cortical visual topography with interactive topographic network (ITN) models☆15Updated 3 years ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆25Updated 2 years ago
- Feature extraction, dimensionality reduction, model benchmarking.☆32Updated 6 months ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆164Updated 6 years ago
- Meta-learning local synaptic plasticity for continual familiarity detection☆16Updated 2 years ago
- repository for grid cell network code☆61Updated 2 years ago
- Poisson Identifiable VAE (pi-VAE)☆51Updated 3 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
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆94Updated 7 months ago
- ☆27Updated last year