Skip to content

@EMCLab-Sinica Sinica-EMCLab

Change the repository type filter

All

    Repositories list

    22 repositories

    • DERO

      Public
      Deep Reorganization (DERO): Retaining Residuals in TinyML
      Python
      •
      MIT License
      •0•2•0•0•Updated Apr 25, 2024Apr 25, 2024

    • deep-learning-HAR

      Public
      Convolutional and LSTM networks to classify human activity
      Jupyter Notebook
      •0•0•0•0•Updated Mar 31, 2024Mar 31, 2024

    • cluster-smi

      Public
      nvidia-smi but for an entire GPU cluster
      C
      •
      GNU General Public License v3.0
      •18•2•0•0•Updated Jan 23, 2024Jan 23, 2024

    • MCUFormer

      Public
      [NeurIPS 2023] MCUFormer: Deploying Vision Transformers on Microcontrollers with Limited Memory
      Python
      •3•1•0•0•Updated Dec 5, 2023Dec 5, 2023

    • DynBal

      Public
      machine-learningdeep-learningembedded-systemsmsp432energy-harvestingtinymlintermittent-systemsintermittent-computing
      C++
      •1•4•0•0•Updated Aug 7, 2023Aug 7, 2023

    • Stateful-CNN

      Public
      C++
      •2•5•0•0•Updated Aug 7, 2023Aug 7, 2023

    • tinyengine

      Public
      [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
      C
      •
      MIT License
      •131•0•0•0•Updated Jun 2, 2023Jun 2, 2023

    • Tools

      Public
      C
      •0•0•0•0•Updated May 30, 2023May 30, 2023

    • SqueezeNet_vs_CIFAR10

      Public
      Inspired by the 'SqueezeNet' proposed by Forrest Iandola et al. (2016) architecture, created a smaller model for CIFAR-10 data set using similar components (fire module, etc).
      Jupyter Notebook
      •0•0•0•0•Updated Mar 13, 2023Mar 13, 2023

    • iPrune

      Public
      C++
      •2•0•0•0•Updated Mar 8, 2023Mar 8, 2023

    • gpio-counter

      Public
      C
      •1•1•0•0•Updated Mar 5, 2023Mar 5, 2023

    • MSP43X-CY15B10X

      Public
      SPI FRAM access
      C
      •1•1•0•0•Updated Mar 1, 2023Mar 1, 2023

    • yolov5

      Public
      YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
      Python
      •
      GNU General Public License v3.0
      •16k•0•0•0•Updated Feb 8, 2023Feb 8, 2023

    • Intermittent-aware-NAS

      Public
      C
      •2•7•1•0•Updated Jan 19, 2023Jan 19, 2023

    • JAPARI

      Public
      C
      •0•2•0•0•Updated Oct 17, 2022Oct 17, 2022

    • Intermittent-DL

      Public
      Intermittent Deep Learning
      0•0•0•0•Updated Apr 11, 2022Apr 11, 2022

    • Intermittent-Distributed

      Public
      Intermittent-aware Distributed Concurrency Control
      C
      •
      MIT License
      •0•0•0•0•Updated Apr 4, 2022Apr 4, 2022

    • Intermittent-OS

      Public
      C
      •
      MIT License
      •8•25•0•0•Updated Feb 8, 2022Feb 8, 2022

    • HAWAII_Project

      Public
      C
      •
      MIT License
      •2•8•1•0•Updated Dec 16, 2021Dec 16, 2021

    • Intermittent-Multicore

      Public
      C
      •
      MIT License
      •0•2•0•0•Updated Aug 8, 2021Aug 8, 2021

    • ARM-CMSIS_5

      Public
      CMSIS Version 5 Development Repository
      C
      •
      Apache License 2.0
      •1.1k•0•0•0•Updated Jul 31, 2020Jul 31, 2020

    • NTU_Thesis

      Public
      The thesis template for every NTU student.
      TeX
      •1•0•0•0•Updated Jun 25, 2017Jun 25, 2017