Concepedia

A Survey and Taxonomy of FPGA-based Deep Learning Accelerators

Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Carlos Valderrama, Marcelo A. C. Fernandes, Mohamed Hédi Bedoui

Journal of Systems Architecture · 2019 · 83 citations · 52 references

Concepts

EngineeringComputer EngineeringComputer ScienceField-programmable Gate ArraysMachine LearningReconfigurable ComputingAccelerator ArchitectureDeep LearningField-programmable Gate Array ArchitectureFpga ArchitectureHardware AccelerationReconfigurable Embedded SystemsDeep Learning AccelerationDeep Learning AcceleratorsField-programmable Gate Array Accelerators

References

52

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

ImageNet: A large-scale hierarchical image database

Jia Deng, Wei Dong, Richard Socher et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 61.8K citations

Computing, Computer Science, Computer Vision +12

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15