harvard-visionlab / open_ipcl
official repository for the Instance Prototype Contrastive Learning (IPCL)
☆15Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for open_ipcl
- Unsupervised deep convolutional neural network model for the ventral visual stream.☆26Updated last year
- The code for performing MTL on object recognition with neural data☆14Updated 3 years ago
- Tensorflow implementation of fisheye transformation, mimicking the spatial sampling properties in the primate retina☆16Updated 5 years ago
- ☆30Updated 2 months ago
- Recurrent convolutional neural networks for object recognition☆17Updated 4 years ago
- Official code base for NeurIPS 2021 SVRHM Workshop poster "On the use of Cortical Magnification and Saccades as Biological Proxies for Da…☆12Updated last year
- PyTorch implementation of Swap-VAE: A self-supervised approach for generating neural activity☆13Updated 3 years ago
- ☆18Updated 7 months ago
- An adapted version of the Metamer Foveation Transform code from Deza et al. ICLR 2019☆14Updated 3 years ago
- Modeling cortical visual topography with interactive topographic network (ITN) models☆14Updated 2 years ago
- Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019☆48Updated 5 years ago
- Motion energy features from video☆31Updated this week
- Feature extraction, dimensionality reduction, model benchmarking.☆26Updated 2 months ago
- Poisson Identifiable VAE (pi-VAE)☆49Updated 3 years ago
- ☆22Updated 3 months ago
- Code for Neural Population Control☆18Updated 5 years ago
- Task-driven models of the dorsal visual stream☆18Updated 2 years ago
- ☆71Updated last week
- Code for NeurIPS 2019 paper "From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI"☆40Updated 2 years ago
- ☆46Updated 3 years ago
- ☆14Updated 4 years ago
- ☆20Updated 2 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆28Updated last year
- PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction☆32Updated 2 years ago
- Use DNN to study the brain and use brain measurement to evaluate DNN☆43Updated 2 weeks ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 2 years ago
- ☆10Updated last year
- ☆23Updated 4 years ago
- Mouse Brain in the Model Zoo☆18Updated 2 years ago