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Nippani-Meghana/README.md

Hi, I'm Meghana

What I'm working on

  • Implementing stochastic neuron models (FitzHugh-Nagumo, LIF)
  • Replicating papers on neural dynamics and spike statistics
  • Learning numerical methods for SDEs

Interests

  • Neural encoding and spiking dynamics
  • Information theory applied to neural data
  • Single-neuron biophysics and network oscillations
  • How stochastic processes shape neural computation

Other things

I cook, take walks, and play guitar when I need to think through problems.

Tools: Python • NumPy • SciPy • Matplotlib • Jupyter

Currently reading: Rhythms of the Brain (Buzsáki), and papers on gamma oscillations

Pinned Loading

  1. stochastic-neuron-models stochastic-neuron-models Public

    Modular implementation of the deterministic and stochastic FitzHugh–Nagumo model in the excitable regime, including additive and multiplicative noise, phase-plane visualization, and ensemble spike …

    Python

  2. FitzHugh-Nagumo-Model FitzHugh-Nagumo-Model Public

    A concise implementation of the FitzHugh–Nagumo model with phase plane streamplots and nullclines, intended as a foundation for future work on stability and bifurcation analysis.

    Jupyter Notebook

  3. SchizoPredictor SchizoPredictor Public

    Python 1

  4. pospischil-rs-cortical-neuron pospischil-rs-cortical-neuron Public

    Python

  5. lif-neuron-simulation lif-neuron-simulation Public

    Python

  6. data-analysis-ml data-analysis-ml Public

    Python