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