sinzlab / neural_cotrainingLinks
The code for performing MTL on object recognition with neural data
☆16Updated 4 years ago
Alternatives and similar repositories for neural_cotraining
Users that are interested in neural_cotraining are comparing it to the libraries listed below
Sorting:
- NeuroAI-UW seminar, a regular weekly seminar for the UW community, organized by NeuroAI Shlizerman Lab.☆57Updated 6 months ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆31Updated 6 years ago
- ☆28Updated 6 years ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆14Updated last year
- Official code base for NeurIPS 2021 SVRHM Workshop poster "On the use of Cortical Magnification and Saccades as Biological Proxies for Da…☆13Updated 2 years ago
- Official implementation for Neural networks with recurrent generative feedback (NeurIPS 2020).☆22Updated 5 years ago
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding☆73Updated 4 years ago
- Code for "Deep predictive coding network for object recognition"☆25Updated 5 years ago
- Repository for VOneNet models☆118Updated 11 months ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆40Updated 2 years ago
- Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019☆49Updated 6 years ago
- Code for the intrinsic dimensionality estimate of data representations☆86Updated 5 years ago
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆51Updated 4 years ago
- Tree-structured recurrent switching linear dynamical systems☆37Updated 5 years ago
- Official code for On Path Integration of Grid Cells: Group Representation and Isotropic Scaling (NeurIPS 2021)☆54Updated 4 years ago
- Biologically-realistic recurrent convolutional neural networks☆98Updated 2 years ago
- official repository for the Instance Prototype Contrastive Learning (IPCL)☆17Updated 3 years ago
- Unsupervised deep convolutional neural network model for the ventral visual stream.☆28Updated 2 years ago
- ☆52Updated 4 years ago
- Tensorflow implementation of fisheye transformation, mimicking the spatial sampling properties in the primate retina☆17Updated 6 years ago
- PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction☆31Updated 3 years ago
- Simulations illustrating the results of full-FORCE.☆13Updated 6 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 4 years ago
- ☆24Updated 5 years ago
- Code for "Variational Autoencoder with Learned Latent Structure"☆34Updated 4 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆95Updated last year
- A large database of artificial neural network statistics during training☆15Updated 5 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Updated last year
- Code for the paper "Contrastive Learning Inverts the Data Generating Process".☆91Updated last year
- ☆23Updated 3 years ago