Real Time FPGA-Based CNN Training and Recognition of Signals.
Tyler GroomKiran GeorgePublished in: AIIoT (2022)
Keyphrases
- real time
- convolutional neural network
- object recognition
- recognition rate
- video processing
- training set
- signal processing
- hand postures
- automatic recognition
- recognition accuracy
- training phase
- independent component analysis
- low cost
- pattern recognition
- audio signals
- training procedure
- motion recognition
- cellular neural networks
- noisy environments
- centroid neural network
- feature extraction
- training process
- recognition algorithm
- test set
- training examples
- vision system
- visual recognition
- recognition process
- hardware implementation
- embedded systems
- action recognition
- learning stage
- general purpose
- artificial neural networks