sinzlab / nnfabrik
A generalized model fitting pipeline that houses models, trainers, and datasets in datajoint and returns as well as stores trained models.
☆17Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for nnfabrik
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 2 years ago
- Machine Learning Utils of Sinzlab☆26Updated 4 months ago
- An adapted version of the Metamer Foveation Transform code from Deza et al. ICLR 2019☆14Updated 3 years ago
- ☆23Updated 4 years ago
- Responses of 10,000 neurons to 2,800 natural images☆67Updated 5 years ago
- official repository for the Instance Prototype Contrastive Learning (IPCL)☆15Updated 2 years ago
- ☆24Updated last year
- Task-driven models of the dorsal visual stream☆18Updated 2 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- CNN Neural System Identification Model☆30Updated 6 years ago
- PyTorch-based library for various kinds of representational-similarity analysis☆22Updated 5 months ago
- Visualize/test models for visual representation by synthesizing images.☆61Updated this week
- PyTorch Lightning utilities that make it easier to train and evaluate deep models for the Neural Latents Benchmark.☆8Updated last year
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆12Updated 2 years ago
- Modeling cortical visual topography with interactive topographic network (ITN) models☆14Updated 2 years ago
- Fractional ridge regression☆44Updated 2 years ago
- ☆27Updated 5 years ago
- Neural Optimal Feedback Control☆11Updated 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
- Recurrent convolutional neural networks for object recognition☆17Updated 4 years ago
- Mouse Brain in the Model Zoo☆18Updated 2 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
- Dynamical Components Analysis☆30Updated last year
- Code for "V1T: Large-scale mouse V1 response prediction using a Vision Transformer"☆20Updated 4 months ago
- Gaussian Process Factor Analysis with Dynamical Structure☆17Updated 4 years ago
- Unsupervised deep convolutional neural network model for the ventral visual stream.☆26Updated last year
- ☆13Updated 2 years ago
- ☆16Updated 4 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆28Updated last year