RAMAN: A Reconfigurable and Sparse tinyML Accelerator for Inference on Edge.
Adithya KrishnaSrikanth Rohit NudurupatiChandana D. GPritesh DwivediAndré van SchaikMahesh MehendaleChetan Singh ThakurPublished in: IEEE Internet Things J. (2024)
Keyphrases
- field programmable gate array
- edge detection
- multi component
- low cost
- compute intensive
- high dimensional
- inference process
- probabilistic inference
- sparse data
- edge information
- bayesian networks
- expert systems
- general purpose
- bayesian inference
- raman spectra
- parallel implementation
- data sets
- dynamic bayesian networks
- weighted graph
- sparse coding
- sparse representation
- multiscale
- reconfigurable architecture
- real time