Analog Neural Network Hardware For Colour Classification Abdullah
Analog Neural Network Hardware For Colour Classification Abdullah VURAL September 07, 2006 Prof. Dr. -Ing. Andreas König
Analog Neural Network Hardware For Colour Classification n n n An Overview to ANN Objective and Our Case Different Design Techniques Neurokit Workflow and Network Configuration Implementation Phase Assessment
Overview n Artificial Neural Networks(ANN) n n Signal Processing Control Systems(intelligent control sys. ) Industrial Automation(robot) Adaptive Channel Equalization
Analog Neural Network Hardware For Colour Classification n n n An Overview to ANN Objective and Our Case Different Design Techniques Neurokit Workflow and Network Configuration Implementation Phase Assessment
Objective : Pill Detection Silimann Trainer Software True Colour Sensor Evaluation Board
Our Case n Is PILL present or absent?
Analog Neural Network Hardware For Colour Classification n n n An Overview to ANN Objective and Our Case Different Design Techniques Neurokit Workflow and Network Configuration Implementation Phase Assessment
Techniques(1) n Conventional algorithm/model based design flow
Techniques(2) n Neural network based design flow n. Is PILL present or absent?
Analog Neural Network Hardware For Colour Classification n n n An Overview to ANN Objective and Our Case Different Design Techniques Neurokit Workflow and Network Configuration Implementation Phase Assessment
Neurokit Workflow Sample Patterns Perform New Training Silimann LSI Run Task Manager SILIMANN TRAINER Software Board Test Run Pattern Test
Network Configuration INPUTS OUTPUTS Input neurons Hidden neurons Output neurons
Analog Neural Network Hardware For Colour Classification n n n An Overview to ANN Objective and Our Case Different Design Techniques Neurokit Workflow and Network Configuration Implementation Phase Assessment
Implementation Phase(Pictures)
Implementation Phase(Insufficiency) n Light Effect n Insufficient Tools n Sampling Errors
Implementation Phase n n (What we learned) Analog Neural Network Hardware(LSI) ANN Design Flow Evalution Board and Accessories Technical Real World Imlementations n (e. g. Signal Processing, Industrial Automation, Control Systems, Channel Equalization)
Analog Neural Network Hardware For Colour Classification n n n An Overview to ANN Objective and Our Case Different Design Techniques Neurokit Workflow and Network Configuration Implementation Phase Assessment
Assessment
- Slides: 18