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osama-usuf/README.md

Hi there πŸ‘‹

My name is Osama. I am currently a PhD Candidate in Computer Engineering at The George Washington University. I research in-memory hardware accelerators for Artificial Intelligence (AI) and Machine Learning (ML).

I am interested in AI/ML research, hardware-software co-design, and software engineering.

Here are some cool pet projects I've worked on:

For further details on my profile and research work, check out my full portfolio here!

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  1. ADAM-Lab-GW/layer-ensemble-averaging ADAM-Lab-GW/layer-ensemble-averaging Public

    Code & data for the paper "Layer Ensemble Averaging for Fault Tolerance in Memristive Neural Networks".

    Python 2

  2. ADAM-Lab-GW/robust-hwa-twns ADAM-Lab-GW/robust-hwa-twns Public

    Repository for the paper "Robust Hardware-Aware Neural Networks for FeFET-based Accelerators".

    Jupyter Notebook 2

  3. lkriener/yin_yang_data_set lkriener/yin_yang_data_set Public

    This small deep learning dataset was developed for research on biologically plausible error-backpropagation and deep learning in spiking neural networks.

    Jupyter Notebook 33 9

  4. Interactive-Ant-Colony-Optimization-Simulation Interactive-Ant-Colony-Optimization-Simulation Public

    Python 6 4

  5. GYM-CARLA-0.9.5 GYM-CARLA-0.9.5 Public

    A reinforcement learning framework for CARLA-0.9.5 - compatible with OpenAI's GYM.

    Python 4

  6. Simulating-a-3D-Humanoid-Walk Simulating-a-3D-Humanoid-Walk Public

    Implemented through Reinforcement Learning and Imitation Learning

    Python 4 1