derdikman / Dordek-et-al.-Matlab-code
This repository contains the Matlab code for "Extracting grid characteristics from spatially distributed place cell inputs using non-negative PCA" by Yedidyah Dordek, Daniel Soudry, Ron Meir and Dori Derdikman
☆19Updated 9 years ago
Alternatives and similar repositories for Dordek-et-al.-Matlab-code:
Users that are interested in Dordek-et-al.-Matlab-code are comparing it to the libraries listed below
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆34Updated 6 years ago
- repository for grid cell network code☆61Updated 2 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆97Updated 9 months ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆164Updated 6 years ago
- methods & simulation code to measure sequential replay☆42Updated 3 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆69Updated 4 years ago
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago
- Codepack accompanying "Learning by neural reassociation," Nature Neuroscience, 2018.☆22Updated 6 years ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆41Updated 3 years ago
- jPCA for Neural Data Analysis in Python☆49Updated last year
- Python tools for participating in Neural Latents Benchmark '21☆61Updated 9 months ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated last month
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆53Updated 4 years ago
- Analysis for grid cells, grid fields, and head direction.☆18Updated 4 years ago
- Models and simulations for state space composition☆16Updated 5 months ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆31Updated last week
- ☆77Updated 3 years ago
- ☆52Updated 2 months ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆38Updated 5 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆66Updated last year
- ☆51Updated 2 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- Recordings of 10k neurons during spontaneous behaviors☆51Updated last year
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Code accompanying Steinmetz et al., 2019☆59Updated 3 years ago
- ☆48Updated last year
- Simulations illustrating the results of full-FORCE.☆13Updated 5 years ago
- This code package is for the Corrected-Fisher-Randomization (CFR) method. This method generates random surrogate data that preserves a sp…☆10Updated 7 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Updated 5 years ago