Sinica-EMCLab

EMCLab-Sinica

Embedded and Mobile Computing Lab - Academia Sinica

Taipei, Taiwan

https://emclab.citi.sinica.edu.tw

Sinica-EMCLab's repositories

Intermittent-OS

Language:CMIT26 100

HAWAII_Project

Language:CMIT8 10 2

Intermittent-aware-NAS

Language:C700

Stateful-CNN

Language:C++5 80

DynBal

Language:C++3 80

cluster-smi

nvidia-smi but for an entire GPU cluster

Language:CGPL-3.0200

Intermittent-Multicore

Language:CMIT2 70

JAPARI

Language:C2 90

gpio-counter

Language:C1 40

MCUFormer

[NeurIPS 2023] MCUFormer: Deploying Vision Transformers on Microcontrollers with Limited Memory

Language:Python100

MSP43X-CY15B10X

SPI FRAM access

Language:C1 10

ARM-CMSIS_5

CMSIS Version 5 Development Repository

Language:CApache-2.0010

Intermittent-Distributed

Intermittent-aware Distributed Concurrency Control

Language:CMIT040

Tools

Language:C080

deep-learning-HAR

Convolutional and LSTM networks to classify human activity

000

DERO

Deep Reorganization (DERO): Retaining Residuals in TinyML

Language:PythonMIT000

Intermittent-DL

Intermittent Deep Learning

060

iPrune

Language:C++080

NTU_Thesis

The thesis template for every NTU student.

Language:TeX010

SqueezeNet_vs_CIFAR10

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).

Language:Jupyter Notebook080

tinyengine

[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

Language:CMIT000

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Language:PythonGPL-3.0000