Optimized training and scalable implementation of Conditional Deep Neural Networks with early exits for Fog-supported IoT applications

Author:

Baccarelli EnzoORCID,Scardapane SimoneORCID,Scarpiniti MicheleORCID,Momenzadeh Alireza,Uncini Aurelio

Funder

Sapienza University of Rome

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Cited by 21 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Scheduling Inputs in Early Exit Neural Networks;IEEE Transactions on Computers;2024-02

2. Multimodal Adaptive Inference for Document Image Classification with Anytime Early Exiting;Lecture Notes in Computer Science;2024

3. Dynamic nsNET2: Efficient Deep Noise Suppression with Early Exiting;2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP);2023-09-17

4. Twinned Residual Auto-Encoder (TRAE)—A new DL architecture for denoising super-resolution and task-aware feature learning from COVID-19 CT images;Expert Systems with Applications;2023-09

5. EENet: Energy Efficient Neural Networks with Run-time Power Management;2023 60th ACM/IEEE Design Automation Conference (DAC);2023-07-09

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