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Intelligent Microsystems Lab

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  1. QuantizedLSTM QuantizedLSTM Public

    Models and training scripts for "LSTMs for Keyword Spotting with ReRAM-based Compute-In-Memory Architectures" (ISCAS 2021).

    Shell 15 4

  2. QuantizedSNNs QuantizedSNNs Public

    This repository contains the models and training scripts used in the papers: "Quantizing Spiking Neural Networks with Integers" (ICONS 2020) and "Memory Organization for Energy-Efficient Learning a…

    Python 13 1

  3. SNNQuantPrune SNNQuantPrune Public

    Code for the ISCAS23 paper "The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks"

    Python 11 4

  4. slax slax Public

    Jupyter Notebook 8

  5. Network_Analysis Network_Analysis Public

    Pytorch code to view the effectiveness of a neural network over time using the Henze-Penrose statistic and Fisher permutation test for means.

    Python 7

  6. OTPE OTPE Public

    Jupyter Notebook 7

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