Identifying and Exploiting Ineffectual Computations to Enable Hardware Acceleration of Deep Learning.
Andreas MoshovosJorge AlbericioPatrick JuddAlberto DelmasSayeh SharifyMostafa MahmoudTayler H. HetheringtonMilos NikolicDylan Malone StuartKevin SiuZissis PoulosTor M. AamodtNatalie D. Enright JergerPublished in: NEWCAS (2018)
Keyphrases
- deep learning
- unsupervised learning
- unsupervised feature learning
- machine learning
- restricted boltzmann machine
- image processing
- face recognition
- reinforcement learning
- deep architectures
- mental models
- natural language processing
- deep belief networks
- decision support system
- semi supervised
- active learning
- pattern recognition
- information retrieval