S2TA: Exploiting Structured Sparsity for Energy-Efficient Mobile CNN Acceleration.
Zhi Gang LiuPaul N. WhatmoughYuhao ZhuMatthew MattinaPublished in: HPCA (2022)
Keyphrases
- energy efficient
- structured sparsity
- wireless sensor networks
- energy consumption
- sensor networks
- data dissemination
- mobile devices
- statistical learning
- mobile phone
- compressive sensing
- convex optimization problems
- energy efficiency
- base station
- data broadcast
- mobile applications
- group lasso
- mobile environments
- context aware
- learning problems
- greedy algorithm
- routing protocol
- mobile computing
- routing algorithm
- data transmission
- genetic programming
- mobile users
- response time
- mobile objects
- regularization methods
- convex optimization
- power consumption
- data sets