leleonardzhang / Capuchin
A framework and model generator for Neural Network inferences on MSP430
☆11Updated 2 years ago
Alternatives and similar repositories for Capuchin:
Users that are interested in Capuchin are comparing it to the libraries listed below
- Release repo for SONIC and TAILS☆20Updated 4 years ago
- MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆379Updated this week
- Vitis HLS Library for FINN☆189Updated 3 weeks ago
- PYNQ-Torch: a framework to develop PyTorch accelerators on the PYNQ platform☆68Updated 4 years ago
- Explore the energy-efficient dataflow scheduling for neural networks.☆219Updated 4 years ago
- Accelergy is an energy estimation infrastructure for accelerator energy estimations☆133Updated 2 weeks ago
- ☆216Updated last year
- ☆8Updated 4 years ago
- Latest PyTorch Implementation of DeltaGRU & DeltaLSTM that Exploits Temporal Sparsity in Sequential Data☆13Updated last year
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆39Updated 4 years ago
- Binarized Convolutional Neural Networks on Software-Programmable FPGAs☆303Updated 4 years ago
- Jupyter notebook examples on image classification with quantized neural networks☆71Updated 4 years ago
- A novel FPGA-based intent recognition systemutilizing deep recurrent neural networks☆23Updated 3 years ago
- HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs☆325Updated 5 years ago
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆70Updated this week
- Repository to host and maintain scale-sim-v2 code☆264Updated this week
- [MobiSys 2020] Fast and Scalable In-memory Deep Multitask Learning via Neural Weight Virtualization☆16Updated 4 years ago
- CMSIS-NN Library☆241Updated this week
- Deep Learning Accelerator (Convolution Neural Networks)☆173Updated 7 years ago
- ☆10Updated 7 years ago
- Compact LSTM inference kernel (CLINK) designed in C/HLS for FPGA implementation.☆17Updated 5 years ago
- Enabling Flexible FPGA High-Level Synthesis of Tensorflow Deep Neural Networks☆596Updated 5 years ago
- LeNet-5,Use C Program Language Without Any 3rd Library☆73Updated 8 years ago
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆79Updated 2 years ago
- Tool for optimize CNN blocking☆93Updated 4 years ago
- Nuclei Microcontroller Software Interface Standard Development Repo☆64Updated 3 months ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆78Updated 4 years ago
- Arm Machine Learning tutorials and examples☆447Updated 2 months ago
- An analytical cost model evaluating DNN mappings (dataflows and tiling).☆208Updated 10 months ago
- PYNQ, Neural network Language model, Overlay☆106Updated 5 years ago