Hardware Implementation of a Performance and Energy-optimized Convolutional Neural Network for Seizure Detection.
Simon HellerMaria HügleIman NematollahiFarrokh ManzouriMatthias DümpelmannAndreas Schulze-BonhageJoschka BoedeckerPeter WoiasPublished in: EMBC (2018)
Keyphrases
- hardware implementation
- convolutional neural network
- software implementation
- efficient implementation
- field programmable gate array
- dedicated hardware
- signal processing
- hardware design
- fpga implementation
- image binarization
- hardware architecture
- object detection
- image processing algorithms
- pipelined architecture
- video recordings
- parallel architecture
- face detection
- detection algorithm
- pairwise
- fpga device
- image processing
- computer vision
- pipeline architecture
- detection method
- memory management
- video sequences
- neural network