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  1. information-retrieval-2023 information-retrieval-2023 Public

    Jupyter Notebook

  2. Brain-Tumor-Classification Brain-Tumor-Classification Public

    Jupyter Notebook

  3. Gastrointestinal-Polyp-Segmentation Gastrointestinal-Polyp-Segmentation Public

    Polyp segmentation on the Kvasir-SEG dataset using deep learning models like UNet, UNet++, PSPNet, and DeepLabV3Plus with ResNet50 and MobileNetV2 encoders.

    Jupyter Notebook

  4. Neural-Learning-and-Coding Neural-Learning-and-Coding Public

    Explores neural coding schemes and learning mechanisms in neuroscience using STDP and RSTDP models for synaptic plasticity.

    Jupyter Notebook

  5. Neuron-Models Neuron-Models Public

    Implementation and Simulations of LIF, ELIF, and AELIF neuron models with various input currents

    Jupyter Notebook

  6. SNN-Visual-Cortex-Simulation SNN-Visual-Cortex-Simulation Public

    Simulates image processing in the visual cortex using Gabor and DoG filters in spiking neural networks.

    Jupyter Notebook