SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning.
Febin SunnyMahdi NikdastSudeep PasrichaPublished in: ASP-DAC (2022)
Keyphrases
- sensor nodes
- energy efficient
- deep learning
- wireless sensor networks
- sensor networks
- neural network
- energy consumption
- base station
- energy efficiency
- data transmission
- unsupervised feature learning
- unsupervised learning
- machine learning
- pattern recognition
- routing protocol
- routing algorithm
- bayesian networks
- weakly supervised
- low cost
- mental models
- high dimensional
- data sets
- sparse representation
- high speed