gyyang / multitask
Code for Task representations in neural networks trained to perform many cognitive tasks
☆163Updated 6 years ago
Alternatives and similar repositories for multitask:
Users that are interested in multitask are comparing it to the libraries listed below
- Tutorial codes for modeling brains with neural nets☆219Updated 3 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆34Updated 6 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 years ago
- ☆22Updated 2 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆68Updated 4 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆52Updated 4 years ago
- Code for the deep neural network modeling of a large-scale fMRI dataset.☆22Updated last week
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago
- Recurrent convolutional neural networks for object recognition☆18Updated 4 years ago
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆34Updated 2 years ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆40Updated 3 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆44Updated 5 years ago
- This repository contains the Matlab code for "Extracting grid characteristics from spatially distributed place cell inputs using non-nega…☆19Updated 8 years ago
- A curated collection of neuroscience tasks with a common interface.☆275Updated this week
- ☆48Updated 10 months ago
- repository for grid cell network code☆61Updated 2 years ago
- Code accompanying Steinmetz et al., 2019☆58Updated 3 years ago
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆42Updated last year
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- ☆48Updated 2 years ago
- A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.☆14Updated 6 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆94Updated 7 months ago
- Analysis for grid cells, grid fields, and head direction.☆18Updated 4 years ago
- ☆74Updated 3 years ago
- Preferential Subspace Identification Algorithm☆52Updated 4 months ago
- ☆20Updated 4 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆132Updated 7 months ago
- Responses of 10,000 neurons to 2,800 natural images☆68Updated 5 years ago
- Code and analysis for the paper: The feature-weighted receptive field: an interpretable encoding model for complex feature spaces☆12Updated 7 years ago