FPGA hardware linear regression implementation using fixed-point arithmetic.
Willian de Assis Pedrobon FerreiraIan Andrew GroutAlexandre César Rodrigues da SilvaPublished in: SBCCI (2019)
Keyphrases
- fixed point
- linear regression
- fpga hardware
- floating point
- least squares
- regression problems
- regression methods
- hardware design
- sufficient conditions
- real time
- ridge regression
- locally weighted
- dynamical systems
- temporal difference learning
- fpga technology
- fixed point theorem
- efficient implementation
- computer vision
- policy iteration
- nonlinear regression
- hardware implementation
- probabilistic model
- belief propagation
- learning algorithm