nikparth / visual-neural-decode
Code Repository for "Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons" by Nikhil Parthasarathy, Eleanor Batty, William Falcon, Thomas Rutten, Mohit Rajpal, E.J. Chichilnisky, Liam Paninski
☆10Updated 6 years ago
Alternatives and similar repositories for visual-neural-decode:
Users that are interested in visual-neural-decode are comparing it to the libraries listed below
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆68Updated 4 years ago
- Recurrent convolutional neural networks for object recognition☆18Updated 4 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 weeks ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆37Updated 5 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆48Updated 3 weeks ago
- Pytorch implementation of LocaNMF☆35Updated 5 years ago
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆33Updated last year
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆92Updated 2 years ago
- Code implements the LN model used to describe spike trains of MEC neurons based on the animal's position, head direction, speed, and thet…☆23Updated 2 years ago
- Use DNN to study the brain and use brain measurement to evaluate DNN☆45Updated 4 months ago
- ERAASR: An algorithm for removing electrical stimulation artifacts from multielectrode array recordings☆15Updated 2 years ago
- Code for Cadena, S. A, et al. (2019). Deep convolutional models improve predictions of macaque V1 responses to natural images. Plos Compu…☆15Updated 5 years ago
- Code for the deep neural network modeling of a large-scale fMRI dataset.☆23Updated 3 weeks ago
- Code for internal lab sharing - polishing has started but is by no means complete☆126Updated last year
- Code and analysis for the paper: The feature-weighted receptive field: an interpretable encoding model for complex feature spaces☆12Updated 7 years ago
- ☆19Updated 3 years ago
- A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.☆14Updated 6 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆34Updated 2 years ago
- A Matlab interface for reading and writing NWB files☆51Updated this week
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆61Updated this week
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆17Updated this week
- ☆13Updated last week
- Code for Neural Population Control☆19Updated 5 years ago
- MATLAB code for local field potential analysis☆19Updated 2 years ago
- Calibrated inference of spiking from calcium ΔF/F data using deep networks☆136Updated last week
- Python tools for participating in Neural Latents Benchmark '21☆59Updated 8 months ago
- ☆48Updated 2 years ago
- ☆72Updated 3 weeks ago
- ☆75Updated 3 years ago