In-Package Domain-Specific ASICs for Intel® Stratix® 10 FPGAs: A Case Study of Accelerating Deep Learning Using TensorTile ASIC.
Eriko NurvitadhiJeffrey J. CookAsit K. MishraDebbie MarrKevin NealisPhilip ColangeloAndrew C. LingDavor CapalijaUtku AydonatAravind DasuSergey Y. ShumarayevPublished in: FPL (2018)
Keyphrases
- deep learning
- field programmable gate array
- domain specific
- application specific integrated circuits
- hardware implementation
- hardware architecture
- embedded systems
- unsupervised learning
- image processing algorithms
- parallel computing
- unsupervised feature learning
- machine learning
- computing systems
- general purpose processors
- general purpose
- signal processing
- mental models
- efficient implementation
- fpga technology
- weakly supervised
- relation extraction
- deep architectures
- computer vision
- physical design
- text classification
- massively parallel
- design methodology