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 17 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. slax slax Public

   Jupyter Notebook 12

4. SNNQuantPrune SNNQuantPrune Public

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

   Python 11 4

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 8

6. OTPE OTPE Public

   Jupyter Notebook 7