Spectrum awareness at the edge: Modulation classification using smartphones

N Soltani, K Sankhe, S Ioannidis… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
As spectrum becomes crowded and spread over wide ranges, there is a growing need for
emcient spectrum management techniques that need minimal, or even better, no human …

Tensor networks for simulating quantum circuits on FPGAs

M Levental - arxiv preprint arxiv:2108.06831, 2021 - arxiv.org
Most research in quantum computing today is performed against simulations of quantum
computers rather than true quantum computers. Simulating a quantum computer entails …

A novel 1d-convolution accelerator for low-power real-time cnn processing on the edge

J Sanchez, N Soltani, R Chamarthi… - 2018 IEEE High …, 2018 - ieeexplore.ieee.org
With the rise of deep learning, the demand for real-time edge intelligence is greater than
ever. Current algorithm and hardware realizations often focus on the cloud paradigm and …

Enabling edge computing in an iot-based weather monitoring application

K Srivastava, SK Sharma - … Engineering: Proceedings of 3rd ICMETE 2019, 2020 - Springer
Abstract Internet of Things (IoT) applications employ several sensors for gathering data.
These sensors are often placed at hard to reach locations since they need to be left …

Acelerando Convoluções em Dispositivos Reprogramáveis

WHL Castro, FLL Ramos, BS Neves - Escola Regional de Alto …, 2020 - sol.sbc.org.br
Resumo As Redes Neurais Convolucionais (RNC) executam tarefas como classificação e
detecção de objetos, exigindo alto poder de processamento. Este trabalho descreve duas …