17 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.AR2025
A Unified Framework for Mapping and Synthesis of Approximate R-Blocks CGRAs
Georgios Alexandris, Panagiotis Chaidos, Alexis Maras +5
The ever-increasing complexity and operational diversity of modern Neural Networks (NNs) have caused the need for low-power and, at the same time, high-performance edge devices for…
cs.CV2020★ 17 cited
Quantization of Deep Neural Networks for Accumulator-constrained Processors
Barry de Bruin, Zoran Zivkovic, Henk Corporaal
We introduce an Artificial Neural Network (ANN) quantization methodology for platforms without wide accumulation registers. This enables fixed-point model deployment on embedded co…