Algebraic manipulation detection codes via highly nonlinear functions
Sign Up to like & getrecommendations! Published in 2020 at "Cryptography and Communications"
DOI: 10.1007/s12095-020-00453-z
Abstract: In this paper, we study the relationship between algebraic manipulation detection (AMD) codes and highly nonlinear functions. As applications, on one hand, a generic construction for systematic AMD codes is introduced based on highly nonlinear… read more here.
Keywords: systematic amd; manipulation detection; algebraic manipulation; nonlinear functions ... See more keywords
SimBU: Self-Similarity-Based Hybrid Binary-Unary Computing for Nonlinear Functions
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2024.3398512
Abstract: Unary computing is a relatively new method for implementing arbitrary nonlinear functions that uses unpacked thermometer number encoding, enabling much lower hardware costs. In its original form, unary computing provides no trade-off between accuracy and… read more here.
Keywords: similarity based; hybrid binary; nonlinear functions; unary computing ... See more keywords
SoftAct: A High-Precision Softmax Architecture for Transformers Supporting Nonlinear Functions
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2024.3386779
Abstract: Transformer-based deep learning networks are revolutionizing our society. The convolution and attention co-designed (CAC) Transformers have demonstrated superior performance compared to the conventional Transformer-based networks. However, CAC Transformer networks contain various nonlinear functions, such as… read more here.
Keywords: architecture; precision; nonlinear functions; functions softact ... See more keywords
Biprojective Almost Perfect Nonlinear Functions
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Information Theory"
DOI: 10.1109/tit.2022.3157798
Abstract: In this paper, we introduce the concept of biprojectivity in studying the cryptographically important almost perfect nonlinear (APN) functions. Although several known families of biprojective APN functions exist in the literature, the concept itself has… read more here.
Keywords: nonlinear functions; almost perfect; perfect nonlinear; biprojective almost ... See more keywords
A review of the complementary principle of evaporation: from the original linear relationship to generalized nonlinear functions
Sign Up to like & getrecommendations! Published in 2020 at "Hydrology and Earth System Sciences"
DOI: 10.5194/hess-24-2269-2020
Abstract: Abstract. The complementary principle is an important methodology for estimating actual evaporation by using routinely observed meteorological variables. This review summaries its 56-year development, focusing on how related studies have shifted from adopting a symmetric… read more here.
Keywords: evaporation; nonlinear functions; generalized nonlinear; complementary principle ... See more keywords