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Institute of Automation, Chinese Academy of Sciences
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First Open-Source Industry-Specific Model for Semiconductors
Accelergy is an energy estimation infrastructure for accelerator energy estimations
AIFoundation 主要是指AI系统遇到大模型,从底层到上层如何系统级地支持大模型训练和推理,全栈的核心技术。
Writing AI Conference Papers: A Handbook for Beginners
HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators
Multi-core HW accelerator mapping optimization framework for layer-fused ML workloads.
STONNE: A Simulation Tool for Neural Networks Engines
Code for paper: Spiking Token Mixer: An Event-Driven Friendly Former Structure for Spiking Neural Networks
[NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
Simulation of Advanced Neuromorphic Architectures for Fast Exploration
Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection" (ECCV2024 Best Paper Candidate)
[CVPR Workshop 2024] Retina is an eye tracking method suitable for deployment on a neuromorphic system on chip.
End-to-End Autonomous Driving with Spiking Neural Networks
YOLOv10: Real-Time End-to-End Object Detection [NeurIPS 2024]
A nifty visual presentation of a Spiking Neural Network (SNN)
Offical Implementation of "CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks" (ICML 2024 spotlight)
The original sources of MS-DOS 1.25, 2.0, and 4.0 for reference purposes
Brain-inspired multimodal hybrid neural network for robot place recognition
A minimal GPU design in Verilog to learn how GPUs work from the ground up
Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024,Spotlight 3%)
MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.
About Code release for "Flowformer: Linearizing Transformers with Conservation Flows" (ICML 2022), https://arxiv.org/pdf/2202.06258.pdf