Quantization-Aware NN Layers with High-throughput FPGA Implementation for Edge AI.
Mara PistellatoFilippo BergamascoGianluca BigagliaAndrea GasparettoAndrea AlbarelliMarco BoschettiRoberto PasseronePublished in: Sensors (2023)
Keyphrases
- high throughput
- fpga implementation
- microarray
- hardware implementation
- genome wide
- neural network
- systems biology
- biological data
- artificial intelligence
- nearest neighbor
- edge detection
- genomic data
- knn
- proteomic data
- field programmable gate array
- protein protein interactions
- data acquisition
- gene expression
- machine learning
- low latency
- mass spectrometry data
- image processing algorithms
- real time
- efficient implementation
- computing systems
- transfer function
- computer systems
- color images
- multi agent systems
- pattern recognition
- multiscale
- dna sequencing