60 citations · 70 across the 3 of their papers we have counts for
4 papers
RedBit: An End-to-End Flexible Framework for Evaluating the Accuracy of Quantized CNNs
André Santos, João Dinis Ferreira, Onur Mutlu +1
In recent years, Convolutional Neural Networks (CNNs) have become the standard class of deep neural network for image processing, classification and segmentation tasks. However, th…
pLUTo: Enabling Massively Parallel Computation in DRAM via Lookup Tables
João Dinis Ferreira, Gabriel Falcao, Juan Gómez-Luna +8
Data movement between the main memory and the processor is a key contributor to execution time and energy consumption in memory-intensive applications. This data movement bottlenec…
Beamformed Fingerprint Learning for Accurate Millimeter Wave Positioning
João Gante, Gabriel Falcão, Leonel Sousa
With millimeter wave wireless communications, the resulting radiation reflects on most visible objects, creating rich multipath environments, namely in urban scenarios. The radiati…
Time Evolution of Electron Waves in Graphene Superlattices
David E. Fernandes, Manuel Rodrigues, Gabriel Falcão +1
The time evolution of electron waves in graphene superlattices is studied using both microscopic and 'effective medium' formalisms. The numerical simulations reveal that in a wide…