ganguli-lab / RetinalResourcesLinks
Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019
☆48Updated 6 years ago
Alternatives and similar repositories for RetinalResources
Users that are interested in RetinalResources are comparing it to the libraries listed below
Sorting:
- Responses of 10,000 neurons to 2,800 natural images☆70Updated 5 years ago
- Biologically-realistic recurrent convolutional neural networks☆98Updated last year
- CNN Neural System Identification Model☆31Updated 7 years ago
- Code for "Deep predictive coding network for object recognition"☆25Updated 5 years ago
- Code for "Deep predictive coding network with local recurrent processing for object recognition"☆29Updated 11 months ago
- ☆28Updated 6 years ago
- Github repository for Neuroscience and Deep Learning reading group at the Montreal Neurological Institute☆17Updated 6 years ago
- ☆24Updated 4 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Recurrent convolutional neural networks for object recognition☆18Updated 4 years ago
- Unsupervised deep convolutional neural network model for the ventral visual stream.☆27Updated 2 years ago
- deep-retina is a project to build a convolutional neural network that can predict retinal ganglion cell responses to natural stimuli with…☆55Updated 2 years ago
- Repository for VOneNet models☆116Updated 7 months ago
- PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier☆12Updated 6 years ago
- Tensorflow implementation of Spike-GAN, which allows generating realistic patterns of neural activity whose statistics approximate a give…☆23Updated 6 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 8 years ago
- ☆73Updated 3 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆30Updated 5 years ago
- A pytorch reimplement of PredNet, which is a deep recurrent convolutional neural network for video prediction and unsupervised learning.☆29Updated 5 years ago
- ☆114Updated last year
- A large database of artificial neural network statistics during training☆15Updated 4 years ago
- Tensorflow implementation of fisheye transformation, mimicking the spatial sampling properties in the primate retina☆17Updated 5 years ago
- Mouse Brain in the Model Zoo☆20Updated 3 years ago
- Brain decoding/encoding with neural network language models☆55Updated 5 years ago
- The code for performing MTL on object recognition with neural data☆15Updated 3 years ago
- Zero-shot Invariant and Efficient Visual Search☆34Updated 8 months ago
- Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)☆50Updated 7 years ago
- Simulations illustrating the results of full-FORCE.☆13Updated 6 years ago
- Python implementation of image foveation☆25Updated 5 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 6 years ago