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@purdue-nrl

Nanoelectronics Research Lab

NRL Papers with Code

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  1. Memorization-Curvature Memorization-Curvature Public

    Accepted at ICML 2024 Spotlight. This code is the official implementation for the paper, "Memorization Through the Lens of Curvature of Loss Function Around Samples"

    Jupyter Notebook 6 1

  2. Gradual-Channel-Pruning-using-FRS Gradual-Channel-Pruning-using-FRS Public

    Gradual Channel Pruning using Feature Relevance Scores for Convolutional Neural Networks

    Python 5 3

  3. SpikingAutoencoder SpikingAutoencoder Public

    MATLAB 4

  4. puma-simulator puma-simulator Public

    Forked from Aayush-Ankit/puma-simulator

    PUMA-simulator provides a detailed simulation model of a dataflow architecture built with NVM (non-volatile memory), and runs ML models compiled using the puma compiler.

    Python 3 2

  5. traNNsformers traNNsformers Public

    Forked from Aayush-Ankit/traNNsformers

    Structured clustering for memristive crossbar based neuromorphic architectures

    MATLAB 1

  6. ml-inference-benchmarks ml-inference-benchmarks Public

    Forked from Aayush-Ankit/ml-inference-benchmarks

    GPU and CPU measurements for ML inference workloads for power, latency and throughput

    Lua 1 1

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