3 citations · 7 across the 6 of their papers we have counts for
3 papers · 1 filter
Weightless Neural Networks for Efficient Edge Inference
Zachary Susskind, Aman Arora, Igor Dantas Dos Santos Miranda +8
Weightless Neural Networks (WNNs) are a class of machine learning model which use table lookups to perform inference. This is in contrast with Deep Neural Networks (DNNs), which us…
Decanting the Contribution of Instruction Types and Loop Structures in the Reuse of Traces
Andrey M. Coppieters, Sheila de Oliveira, Felipe M. G. França +2
Reuse has been proposed as a microarchitecture-level mechanism to reduce the amount of executed instructions, collapsing dependencies and freeing resources for other instructions.…
Transactional WaveCache: Towards Speculative and Out-of-Order DataFlow Execution of Memory Operations
Leandro A. J. Marzulo, Felipe M. G. França, Vítor Santos Costa
The WaveScalar is the first DataFlow Architecture that can efficiently provide the sequential memory semantics required by imperative languages. This work presents an alternative m…