Pinned

1. Deep_Learning_classification_of_brain_modulators Deep_Learning_classification_of_brain_modulators Public

   Application of deep learning tools to identify modulators in brain networks

   Jupyter Notebook

2. Coherence_analysis_of_brain_causal_networks Coherence_analysis_of_brain_causal_networks Public

   Signal Processing analysis of sender-receiver causal brain networks and modulator sites reveals the mechanism behing brain communication and neuromodulation.

   MATLAB 1

3. Ketamine_effects_on_the_brain Ketamine_effects_on_the_brain Public

   Python and Matlab code for the pre-processing and signal processing of Neuropixel LFP signal and single cell analysis. Goal: study the effect of Ketamine in the HPC and PFC

   Jupyter Notebook 2

4. Deep_Learning_for_neural_decoding_of_spleep_awake_brain Deep_Learning_for_neural_decoding_of_spleep_awake_brain Public

   Movement classification using Deep Learning on micro-EcoG monkeys' neural data. All the codes are easily extendable to sleep classification for the sleep data.

   Jupyter Notebook

5. Belief_Propagation-Message_Passing Belief_Propagation-Message_Passing Public

   Static Belief Propagation - Message Passing algorithms for the computation of the magnetization and correlation, at any temperature, in both the spin-glass and ferromagnetic Ising model

   C

6. Spin_dynamics_via_Dynamic-Message-Passing Spin_dynamics_via_Dynamic-Message-Passing Public

   Spin dynamics with Dynamic Message Passing algorithm, Monte Carlo Glauber dynamics, to compute the out-of-equilibrium magnetization and correlation of spin systems on networks

   C