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  1. SDF-format-scraping SDF-format-scraping Public

    The repository contains R code for scraping SDF files from PubChem.

    Jupyter Notebook

  2. Neural-Spike-Train-Analysis-Randomly-Simulated Neural-Spike-Train-Analysis-Randomly-Simulated Public

    Python script simulates neural spike train data using a Poisson process. It visualizes the spike train and calculates inter-spike intervals (ISI) and firing rate to analyze neuronal firing patterns.

    Python

  3. Reproducible-Spike-Train-Simulation Reproducible-Spike-Train-Simulation Public

    Python script simulates neural spike train data with a fixed random seed for reproducibility. It visualizes the spike train, computes inter-spike intervals (ISI), and estimates the firing rate.

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  4. LIF-Neuron-Simulation LIF-Neuron-Simulation Public

    Simulates a Leaky Integrate and Fire (LIF) neuron model using Python. Visualizes membrane potential, spike events, and neuronal dynamics over time.

    Python

  5. Izhikevich-Neuron-Model Izhikevich-Neuron-Model Public

    Izhikevich model for single neuron

    Python