SachsLab / IntracranialNeurophysDL
A short course for getting started with deep learning for intracranial extracellular neurophysiology.
☆35Updated 2 years ago
Related projects: ⓘ
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆27Updated 3 years ago
- Dynamic Causal Modelling for MNE and the nipy ecosystem☆20Updated 6 years ago
- Framework for building a closed loop neurofeedback system.☆19Updated 2 years ago
- The Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on ci…☆78Updated 3 months ago
- Methodological considerations for analyzing and interpreting neural oscillations.☆27Updated 10 months ago
- ☆10Updated 6 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 2 years ago
- ☆14Updated this week
- Infer activity throughout the brain from a small(ish) number of electrodes using Gaussian process regression☆34Updated 2 years ago
- Demixed Shared Component Analysis☆13Updated 3 years ago
- A NWB-based Dataset and Processing Pipeline of Human Single-Neuron Activity During a Declarative Memory Task☆18Updated 3 years ago
- A framework for simulating mean-field neural mass models of spiking neurons, comparing them to large network simulations, and predicting …☆16Updated 4 years ago
- Multiscale EM algorithm☆9Updated 3 years ago
- The Hyperscanning Python Pipeline☆73Updated 3 months ago
- Code and data for the book "Case Studies in Neural Data Analysis"☆33Updated 7 years ago
- Phase-Amplitude Coupling under Python☆90Updated last month
- Preferential Subspace Identification Algorithm☆44Updated 7 months ago
- Cycle-by-cycle analysis of neural oscillations.☆80Updated last month
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 4 years ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆27Updated 2 years ago
- Compute and plot standard EEG electrode positions.☆60Updated this week
- deepmeg recurrent encoder☆24Updated 2 years ago
- Preferential Subspace Identification Algorithm☆47Updated 2 weeks ago
- IPython notebooks for EEG/MEG data processing using mne-python☆26Updated 8 years ago
- Python package for power mapping and functional connectivity using DICS☆35Updated 6 months ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆73Updated last month
- Experimental versions of M/EEG analysis code☆16Updated 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
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- Implementation of rASR filtering.☆26Updated 3 years ago