Application and Implementation of Convolutional Neural Network Accelerator Based on FPGA in Environmental Sound Classification.
Jianwei ZhangHaonan YanPublished in: ICCCS (2023)
Keyphrases
- convolutional neural network
- support vector
- hardware implementation
- fpga technology
- classification scheme
- real time
- supervised learning
- automatic classification
- classification accuracy
- hardware design
- preprocessing
- pattern recognition
- pattern recognition tasks
- data sets
- efficient implementation
- pattern classification
- benchmark datasets
- image classification
- machine learning
- support vector machine svm
- face detection
- training samples
- classification method
- high speed
- low cost
- support vector machine
- feature vectors
- classification systems
- training set
- platform independent
- feature extraction
- image processing