ShanechiLab / DPAD
☆13Updated 2 weeks ago
Related projects: ⓘ
- ☆20Updated 2 years ago
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆25Updated 5 months ago
- ☆26Updated 6 months ago
- Demixed Shared Component Analysis☆13Updated 3 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆36Updated 2 months ago
- ☆17Updated 2 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated last year
- State-space Oscillator Modeling And Time-series Analysis (SOMATA) is a Python library for state-space neural signal processing algorithms…☆20Updated last month
- Feature extraction, dimensionality reduction, model benchmarking.☆26Updated last week
- Project code for extracting neural population timescale from field potential data (LFP, ECoG, etc)☆16Updated 3 years ago
- DataHigh: A graphical user interface for visualizing and interacting with high-dimensional neural activity☆16Updated 5 years ago
- Implementation of rASR filtering.☆26Updated 3 years ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆23Updated 11 months ago
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆19Updated 3 years ago
- ☆28Updated 2 years ago
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆52Updated 3 weeks ago
- Figures, tables and stats for Schneider, Lee and Mathis 2022: Learnable latent embeddings for joint behavioral and neural analysis.☆17Updated 11 months ago
- Wilson–Cowan model☆11Updated 3 months ago
- Preferential Subspace Identification Algorithm☆44Updated 7 months ago
- ☆46Updated 2 years ago
- Towards large neural data models.☆20Updated 3 weeks ago
- This repo allows for the complete reproduction, from processed data, of all the main and supplemental figures in the manuscript Non-linea…☆19Updated last year
- Methodological considerations for analyzing and interpreting neural oscillations.☆27Updated 10 months ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆76Updated this week
- Topographic Deep Artificial Neural Networks☆45Updated 4 months ago
- Whole-Brain Modelling in PyTorch☆24Updated last month
- deepmeg recurrent encoder☆24Updated 2 years ago
- real-time neuro-/biosignal processing and streaming pipeline☆22Updated this week
- ☆30Updated 3 weeks ago
- Toolbox for detecting and analyzing rhythms as transient spectral events☆16Updated last month