viscog-cmu / ITN
Modeling cortical visual topography with interactive topographic network (ITN) models
☆14Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for ITN
- Feature extraction, dimensionality reduction, model benchmarking.☆26Updated 2 months ago
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆28Updated last year
- Use DNN to study the brain and use brain measurement to evaluate DNN☆43Updated 2 weeks ago
- Starter code for the BOLDMoments fMRI video dataset☆14Updated 3 months ago
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆51Updated 8 months ago
- Code related to analyzing the Natural Scenes Dataset☆32Updated 11 months ago
- Code for the deep neural network modeling of a large-scale fMRI dataset.☆20Updated 2 weeks ago
- ☆71Updated last week
- THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior☆41Updated 3 months ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 years ago
- ☆22Updated 3 months ago
- Preferential Subspace Identification Algorithm☆44Updated 9 months ago
- Topographic Deep Artificial Neural Networks☆50Updated last month
- Recurrent convolutional neural networks for object recognition☆17Updated 4 years ago
- ☆70Updated 2 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆125Updated 3 months ago
- A Python Toolbox for Multimode Neural Data Representation Analysis☆60Updated 2 years ago
- Voxelwise modeling tutorial from the Gallantlab.☆63Updated this week
- Unsupervised deep convolutional neural network model for the ventral visual stream.☆26Updated last year
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆36Updated last month
- Main model and preprocessing code☆100Updated last week
- ☆21Updated 2 years ago
- ☆47Updated 7 months ago
- python package to access the data of the NSD (natural scenes dataset) fMRI project☆40Updated last week
- Python tools for participating in Neural Latents Benchmark '21☆56Updated 4 months ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆84Updated last month
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆74Updated 3 months ago
- Code for the recent paper "An empirical evaluation of functional alignment using inter-subject decoding."☆19Updated last year
- ☆30Updated 2 months ago