Deep Learning on Edge Computing Devices
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Deep Learning on Edge Computing Devices
Design Challenges of Algorithm and Architecture
Shi, Cong; Liu, Ji; Zhou, Xichuan; Liu, Haijun
Elsevier - Health Sciences Division
02/2022
198
Mole
Inglês
9780323857833
15 a 20 dias
410
Descrição não disponível.
Part 1. Introduction
1. Introduction
Part 2. Theory and Algorithm
2. Model Inference on Edge Device
3. Model Training on Edge Device
4. Network Encoding and Quantization
Part 3. Architecture Optimization
5. DANoC: An Algorithm and Hardware Codesign Prototype
6. Ensemble Spiking Networks on Edge Device
7. SenseCamera: A Learning Based Multifunctional Smart Camera Prototype
1. Introduction
Part 2. Theory and Algorithm
2. Model Inference on Edge Device
3. Model Training on Edge Device
4. Network Encoding and Quantization
Part 3. Architecture Optimization
5. DANoC: An Algorithm and Hardware Codesign Prototype
6. Ensemble Spiking Networks on Edge Device
7. SenseCamera: A Learning Based Multifunctional Smart Camera Prototype
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Taxonomy; architecture; model inference; model training; encoding; quantization; codesign; spiking; sense camera; Edge computing; Cloud computing; neural network; deep learning; artificial intelligence; AI; machine learning
Part 1. Introduction
1. Introduction
Part 2. Theory and Algorithm
2. Model Inference on Edge Device
3. Model Training on Edge Device
4. Network Encoding and Quantization
Part 3. Architecture Optimization
5. DANoC: An Algorithm and Hardware Codesign Prototype
6. Ensemble Spiking Networks on Edge Device
7. SenseCamera: A Learning Based Multifunctional Smart Camera Prototype
1. Introduction
Part 2. Theory and Algorithm
2. Model Inference on Edge Device
3. Model Training on Edge Device
4. Network Encoding and Quantization
Part 3. Architecture Optimization
5. DANoC: An Algorithm and Hardware Codesign Prototype
6. Ensemble Spiking Networks on Edge Device
7. SenseCamera: A Learning Based Multifunctional Smart Camera Prototype
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
