baccuslab / deep-retinaLinks
deep-retina is a project to build a convolutional neural network that can predict retinal ganglion cell responses to natural stimuli with high accuracy.
☆56Updated 2 years ago
Alternatives and similar repositories for deep-retina
Users that are interested in deep-retina are comparing it to the libraries listed below
Sorting:
- Responses of 10,000 neurons to 2,800 natural images☆70Updated 5 years ago
- CNN Neural System Identification Model☆31Updated 7 years ago
- Biologically-realistic recurrent convolutional neural networks☆98Updated last year
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 8 years ago
- Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019☆48Updated 6 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Python tools for analysis of neurophysiology data☆37Updated last year
- ☆74Updated 3 years ago
- Code for Neural Population Control☆19Updated 6 years ago
- Data and example scripts used in the paper `Inferring hidden structure in multilayered neural circuits`☆14Updated 3 years ago
- Code for "Deep predictive coding network with local recurrent processing for object recognition"☆30Updated last year
- Code for Task representations in neural networks trained to perform many cognitive tasks☆169Updated 6 years ago
- A quickstart guide to tensor decomposition☆72Updated 3 years ago
- Python code for estimation of linear-nonlinear model parameters☆22Updated 4 years ago
- ☆50Updated 4 years ago
- Recurrent convolutional neural networks for object recognition☆18Updated 4 years ago
- Demo code for Horikawa and Kamitani (2017) Generic decoding of seen and imagined objects using hierarchical visual features. Nat Commun h…☆161Updated 10 months ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 7 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆37Updated 6 years ago
- Code for "Deep predictive coding network for object recognition"☆25Updated 5 years ago
- Simulations illustrating the results of full-FORCE.☆13Updated 6 years ago
- This repository contains the Matlab code for "Extracting grid characteristics from spatially distributed place cell inputs using non-nega…☆19Updated 9 years ago
- Code for Cadena, S. A, et al. (2019). Deep convolutional models improve predictions of macaque V1 responses to natural images. Plos Compu…☆16Updated 6 years ago
- ☆28Updated 6 years ago
- Tools for spike data analysis and visualization☆108Updated 2 years ago
- Recordings of 10k neurons during spontaneous behaviors☆52Updated last year
- Tensorflow implementation of Spike-GAN, which allows generating realistic patterns of neural activity whose statistics approximate a give…☆23Updated 6 years ago
- ☆26Updated last year
- [NeurIPS'19 Oral] CORnet: Modeling the Neural Mechanisms of Core Object Recognition☆268Updated last year