Design of Power Efficient Posit Multiplier

Posit number system has been used as an alternative to IEEE floating-point number system in many applications, especially the recent popular deep learning. Its non-uniformed number distribution fits well with the data distribution of deep learning and thus can speedup the training process of deep le...

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Veröffentlicht in:	IEEE transactions on circuits and systems. II, Express briefs Express briefs, 2020-05, Vol.67 (5), p.861-865
Hauptverfasser:	Zhang, Hao, Ko, Seok-Bum
Format:	Artikel
Sprache:	eng
Schlagworte:	Adders Computer architecture computer arithmetic Deep learning Design Engineering Engineering, Electrical & Electronic Floating point arithmetic Generators Hardware low-power arithmetic circuit Machine learning Multiplication Multipliers Number systems posit multiplier Posit number system Power consumption Power demand Science & Technology Technology
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