ivanorsolic / NeuromatchAcademy
Repo containing computational neuroscience notebooks and a project detecting latent states in neural activity using Hidden Markov Models on spiking data, made during the Neuromatch Academy 2020.
☆18Updated 3 years ago
Alternatives and similar repositories for NeuromatchAcademy:
Users that are interested in NeuromatchAcademy are comparing it to the libraries listed below
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆50Updated last month
- Preparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities☆42Updated 4 years ago
- Introduction to Mathematics and Python using Neuroscience Examples☆39Updated last year
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆79Updated 8 months ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Updated 2 weeks ago
- This repo allows for the complete reproduction, from processed data, of all the main and supplemental figures in the manuscript Non-linea…☆22Updated last year
- ☆29Updated 2 years ago
- Methods for studying dynamic functional brain activity in neuroimaging data.☆66Updated this week
- ☆29Updated last year
- ☆23Updated 2 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆52Updated 4 years ago
- Cycle-by-cycle analysis of neural oscillations.☆86Updated last month
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆27Updated 2 months ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆48Updated 7 months ago
- A NWB-based Dataset and Processing Pipeline of Human Single-Neuron Activity During a Declarative Memory Task☆19Updated 2 months ago
- ☆50Updated 2 years ago
- Preferential Subspace Identification Algorithm☆52Updated 6 months ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆25Updated last year
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆34Updated last year
- A collaborative list of resources for Computational Neuroscience☆16Updated 4 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated last month
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆19Updated last week
- A collection of scripts for loading and manipulating Blackrock Microsystems datafiles.☆30Updated 11 months ago
- ☆48Updated last year
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- A Python Toolbox for Multimode Neural Data Representation Analysis☆63Updated 3 years ago
- An open list of tools & resources for 'spikes': recordings of single-unit neural activity (action potentials).☆27Updated 2 years ago
- ☆29Updated 7 months ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆30Updated 2 years ago
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆33Updated last year