Optimal Tiling Strategy for Memory Bandwidth Reduction for CNNs
By L. Cecconi, Sander Smets, Luca Benini, Marian Verhelst. 2017
11 citations recorded by the source corpus.
Subfields: Computer Vision and Pattern Recognition, Neurology
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Computer Vision and Pattern Recognition
- Antonio Loquercio
- Davide Scaramuzza
- Francesco Conti
- Luca Benini
- Daniele Palossi
- Eric Flamand
- Leonardo Ravaglia
- Davide Nadalini
Citations in the corpus
- A 64-mW DNN-Based Visual Navigation Engine for Autonomous Nano-Drones (2018, methodology): “A common technique is tiling [39], which involves: 1) partitioning the”
- A TinyML Platform for On-Device Continual Learning With Quantized Latent Replays (2021, methodology): “training compression & quantization [40]–[42], as well as hardware-dependent ones such as data tiling [43] and loop unrolling to boost data reuse exploitation [37], coupled with automated generation of optimized backend code [44].”