A Fully Probabilistic Model for Sigmoid Approximation and Its Hardware- Efficient Implementation.
Wenhao LuMinshan LuXiangfen ZhangZhongzhiguang LuMiao SunBoyi DongZhou ShuPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2024)
Keyphrases
- efficient implementation
- probabilistic model
- hardware implementation
- highly parallel
- active set
- graphical models
- parallel architectures
- low cost
- language model
- efficient processing
- belief networks
- bayesian networks
- hardware architecture
- hardware and software
- real time
- computer systems
- computing systems
- activation function
- massively parallel
- graphics processing units
- logistic regression
- approximation algorithms
- transfer function
- conditional probabilities
- field programmable gate array
- hardware design
- high end
- image processing
- neural network