Early Prediction of DNN Activation Using Hierarchical Computations

Early Prediction of DNN Activation Using Hierarchical Computations

Deep Neural Networks (DNNs) have set state-of-the-art performance numbers in diverse fields of electronics (computer vision, voice recognition), biology, bioinformatics, etc. However, the process of learning (training) from the data and application of the learnt information (inference) process requi...

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Bibliographic Details
Main Authors: Bharathwaj Suresh, Kamlesh Pillai, Gurpreet Singh Kalsi, Avishaii Abuhatzera, Sreenivas Subramoney
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Mathematics
Subjects:
DNN
ReLU
floating-point numbers
hardware acceleration
Online Access:https://www.mdpi.com/2227-7390/9/23/3130

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