Pinned Repositories
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2021
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
analysis
asympPDC
The asympPDC Package is a MATLAB and Octave package for Partial Directed Coherence (PDC) and Directed Transfer Function (DTF) estimation with asymptotic statistics, allied functions and routines for Granger Causality Test and results pretty plotting.
awesome-var
A curated list of Vector Autoregression resources.
BBCI_spiking_plasticity_model
Example code for spiking network model of bidirectional brain-computer interface (BBCI) and artificially-induced synaptic plasticity in motor cortex
bmi_python
brain_sciences_biological_computation_2022
Resources for our paper on biological detail, dynamics and spatial representations
BrainLM
BrainPy
Brain Dynamics Programming in Python
rosunaor's Repositories
rosunaor/odmd
AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)
rosunaor/databook_python
IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz
rosunaor/WilsonCowan
Wilson–Cowan model
rosunaor/motor-adaptation-local-vs-input
rosunaor/CCS
Connectome Computation System
rosunaor/Relationship_between_latent_dynamics_and_LFP
rosunaor/dLDS-Discrete-Python-Model
Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics
rosunaor/JansenAndRitNMM
This repository contains all the codes for J and R NMM used for studying their bifurcation structures.
rosunaor/Celegans-ForwardCrawling-RNNs
rosunaor/ssm
Bayesian learning and inference for state space models
rosunaor/analysis
rosunaor/MOOC-neurons-and-synapses-2017
Reference data for the "Simulation Neuroscience:Neurons and Synapses" Massive Online Open Course
rosunaor/mSSA
Multivariate Singular Spectrum Analysis (mSSA): Forecasting and Imputation algorithm for multivariate time series
rosunaor/control_package
A toolbox for implementing Network Control Theory analyses in python
rosunaor/neuronaldynamics-exercises
Python exercises accompanying the book "Neuronal Dynamics"
rosunaor/piDMD
MATLAB codes for physics-informed dynamic mode decomposition (piDMD)
rosunaor/Uchida2022_OsmoHRL
rosunaor/eeg_meg_analysis
MATLAB code for methods developed to analyse EEG/MEG data
rosunaor/PSID
Preferential Subspace Identification Algorithm
rosunaor/tvart
Time-varying Autoregression with Low Rank Tensors
rosunaor/Vertex_git
A version of VERTEX for storing edits
rosunaor/MRIES
a Matlab toolbox for mapping the responses to intracranial electrical stimulation
rosunaor/AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2021
rosunaor/ModelRP
Signaling models for dopamine-dependent temporal contiguity in striatal synaptic plasticity
rosunaor/model_search
rosunaor/DynamicStimulation
rosunaor/inn-surrogate
Solving inverse problems using conditional invertible neural networks.
rosunaor/transformer-physx
Transformers for modeling physical systems
rosunaor/multiscaleEM
Multiscale EM algorithm
rosunaor/CURBD
Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)