32 citations · 134 across the 34 of their papers we have counts for
4 papers · 1 filter
Brain-inspired Cognition in Next Generation Racetrack Memories
Asif Ali Khan, Sebastien Ollivier, Stephen Longofono +3
Hyperdimensional computing (HDC) is an emerging computational framework inspired by the brain that operates on vectors with thousands of dimensions to emulate cognition. Unlike con…
From Domain-Specific Languages to Memory-Optimized Accelerators for Fluid Dynamics
Karl F. A. Friebel, Stephanie Soldavini, Gerald Hempel +2
Many applications are increasingly requiring numerical simulations for solving complex problems. Most of these numerical algorithms are massively parallel and often implemented on…
A Reinforcement Learning Environment for Polyhedral Optimizations
Alexander Brauckmann, Andrés Goens, Jeronimo Castrillon
The polyhedral model allows a structured way of defining semantics-preserving transformations to improve the performance of a large class of loops. Finding profitable points in thi…
EVEREST: A design environment for extreme-scale big data analytics on heterogeneous platforms
Christian Pilato, Stanislav Bohm, Fabien Brocheton +15
High-Performance Big Data Analytics (HPDA) applications are characterized by huge volumes of distributed and heterogeneous data that require efficient computation for knowledge ext…