Huawei technologies co., ltd. (20250008128). Neural Network with Approximated Activation Function
Neural Network with Approximated Activation Function
Organization Name
Inventor(s)
Timofey Mikhailovich Solovyev of Munich DE
Alexander Alexandrovich Karabutov of Munich DE
Maxim Borisovitch Sychev of Moscow RU
Mikhail Vyacheslavovich Sosulnikov of Moscow RU
Sergey Yurievich Ikonin of Moscow RU
Elena Alexandrovna Alshina of Munich DE
Neural Network with Approximated Activation Function
This abstract first appeared for US patent application 20250008128 titled 'Neural Network with Approximated Activation Function
Original Abstract Submitted
a neural network including at least one neural network layer and an activation function connected to an output of the at least one neural network layer. the activation function is implemented as an approximation function of a mathematically defined real valued non-linear activation function, wherein the approximation function allows for integer-only processing of fixed-point representations of input values of the approximation function.
- Huawei technologies co., ltd.
- Timofey Mikhailovich Solovyev of Munich DE
- Esin Koyuncu of Munich DE
- Alexander Alexandrovich Karabutov of Munich DE
- Maxim Borisovitch Sychev of Moscow RU
- Mikhail Vyacheslavovich Sosulnikov of Moscow RU
- Sergey Yurievich Ikonin of Moscow RU
- Elena Alexandrovna Alshina of Munich DE
- H04N19/189
- H04N19/13
- H04N19/42
- CPC H04N19/189