Deep learning in electron microscopy
JM Ede - Machine Learning: Science and Technology, 2021 - iopscience.iop.org
Deep learning is transforming most areas of science and technology, including electron
microscopy. This review paper offers a practical perspective aimed at developers with …
microscopy. This review paper offers a practical perspective aimed at developers with …
Mix and match: A novel fpga-centric deep neural network quantization framework
Deep Neural Networks (DNNs) have achieved extraordinary performance in various
application domains. To support diverse DNN models, efficient implementations of DNN …
application domains. To support diverse DNN models, efficient implementations of DNN …
Binary complex neural network acceleration on fpga
Being able to learn from complex data with phase information is imperative for many signal
processing applications. Today's real-valued deep neural networks (DNNs) have shown …
processing applications. Today's real-valued deep neural networks (DNNs) have shown …
MSP: an FPGA-specific mixed-scheme, multi-precision deep neural network quantization framework
With the tremendous success of deep learning, there exists imminent need to deploy deep
learning models onto edge devices. To tackle the limited computing and storage resources …
learning models onto edge devices. To tackle the limited computing and storage resources …
Accelerating Large Scale Generative AI: A Comprehensive Study
Y Li - 2024 - search.proquest.com
We have witnessed the great success of deep learning in various domains, such as the
emerging large language models (LLMs) and Artificial General Intelligence (AGI), diffusion …
emerging large language models (LLMs) and Artificial General Intelligence (AGI), diffusion …
[PDF][PDF] Deep Learning in Electron Microscopy
M Learning - Advances in Electron Microscopy with Deep Learning, 2021 - arxiv.org
Deep learning is transforming most areas of science and technology, including electron
microscopy. This review paper offers a practical perspective aimed at developers with …
microscopy. This review paper offers a practical perspective aimed at developers with …