3 papers
cs.AR2026
A Tool for the Synthesis of Adaptive Probabilistic Processors Based on the Ising Model
Jonathan Juracy Carneiro da Silva, Leonardo R. Gobatto, Jose Rodrigo Azambuja
This work presents a tool for the synthesis and simulation of probabilistic architectures for solving combinatorial optimization problems by mapping them to the Ising model. The pr…
cs.AR2026
SPINE: A Fault Injection Profiler for Quantized Neural Networks under Accumulated Faults
Nathan Guimarães, Ian Kersz, Leonardo R. Gobatto +5
Deploying deep neural networks at the edge demands efficient inference under strict cost and power constraints. Quantized neural networks address these demands by replacing floatin…
cs.AR2024
NoX: a Compact Open-Source RISC-V Processor for Multi-Processor Systems-on-Chip
Anderson I. Silva, Altamiro Susin, Fernanda L. Kastensmidt +2
IoT applications are one of the driving forces in making systems energy and power-efficient, given their resource constraints. However, because of security, latency, and transmissi…