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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 10 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

Repositories

Showing 10 of 13 repositories
  • QuantizedCIL Public

    quantized class incremental learning

    Intelligent-Microsystems-Lab/QuantizedCIL’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Sep 5, 2024
  • slax Public
    Intelligent-Microsystems-Lab/slax’s past year of commit activity
    Jupyter Notebook 8 Apache-2.0 0 2 0 Updated Aug 1, 2024
  • timeloop-quant Public Forked from NVlabs/timeloop

    This version supports per-operand precision

    Intelligent-Microsystems-Lab/timeloop-quant’s past year of commit activity
    C++ 1 BSD-3-Clause 102 0 0 Updated Jun 13, 2024
  • OTPE Public
    Intelligent-Microsystems-Lab/OTPE’s past year of commit activity
    Jupyter Notebook 7 MIT 0 0 0 Updated Jan 12, 2024
  • jax_squant Public

    PTQ using SQuant paper in JAX

    Intelligent-Microsystems-Lab/jax_squant’s past year of commit activity
    Python 1 0 0 0 Updated Apr 26, 2023
  • SNNQuantPrune Public

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

    Intelligent-Microsystems-Lab/SNNQuantPrune’s past year of commit activity
    Python 10 4 0 0 Updated Apr 20, 2023
  • Intelligent-Microsystems-Lab/HeterogeneousQuantization’s past year of commit activity
    Python 2 1 0 0 Updated Sep 28, 2022
  • slayerPytorch Public archive Forked from bamsumit/slayerPytorch

    Modified version of SLAYER including pruning and dropout techniques

    Intelligent-Microsystems-Lab/slayerPytorch’s past year of commit activity
    Jupyter Notebook 0 GPL-3.0 92 0 0 Updated Jul 21, 2022
  • timeloop Public archive Forked from NVlabs/timeloop
    Intelligent-Microsystems-Lab/timeloop’s past year of commit activity
    C++ 0 BSD-3-Clause 102 0 0 Updated Feb 3, 2022
  • QuantizedLSTM Public

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

    Intelligent-Microsystems-Lab/QuantizedLSTM’s past year of commit activity
    Shell 15 4 0 0 Updated Mar 25, 2021

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