Jeronimo Castrillon | DeepAI

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∙ 09/12/2023

C4CAM: A Compiler for CAM-based In-memory Accelerators

Machine learning and data analytics applications increasingly suffer fro...

0 Hamid Farzaneh, et al. ∙

∙ 01/06/2023

High-Performance Deterministic Concurrency using Lingua Franca

Actor frameworks and similar reactive programming techniques are widely ...

0 Christian Menard, et al. ∙

∙ 12/25/2022

CINM (Cinnamon): A Compilation Infrastructure for Heterogeneous Compute In-Memory and Compute Near-Memory Paradigms

The rise of data-intensive applications exposed the limitations of conve...

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∙ 07/15/2022

mAPN: Modeling, Analysis, and Exploration of Algorithmic and Parallelism Adaptivity

Using parallel embedded systems these days is increasing. They are getti...

0 Hasna Bouraoui, et al. ∙

∙ 05/04/2022

DNA Pre-alignment Filter using Processing Near Racetrack Memory

Recent DNA pre-alignment filter designs employ DRAM for storing the refe...

0 Fazal Hameed, et al. ∙

∙ 03/21/2022

Automatic Creation of High-Bandwidth Memory Architectures from Domain-Specific Languages: The Case of Computational Fluid Dynamics

Numerical simulations can help solve complex problems. Most of these alg...

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∙ 02/23/2022

Shisha: Online scheduling of CNN pipelines on heterogeneous architectures

Chiplets have become a common methodology in modern chip design. Chiplet...

0 Pirah Noor Soomro, et al. ∙

∙ 11/03/2021

Brain-inspired Cognition in Next Generation Racetrack Memories

Hyperdimensional computing (HDC) is an emerging computational framework ...

0 Asif Ali Khan, et al. ∙

∙ 08/06/2021

From Domain-Specific Languages to Memory-Optimized Accelerators for Fluid Dynamics

Many applications are increasingly requiring numerical simulations for s...

0 Karl F. A. Friebel, et al. ∙

∙ 04/28/2021

A Reinforcement Learning Environment for Polyhedral Optimizations

The polyhedral model allows a structured way of defining semantics-prese...

0 Alexander Brauckmann, et al. ∙

∙ 03/06/2021

EVEREST: A design environment for extreme-scale big data analytics on heterogeneous platforms

High-Performance Big Data Analytics (HPDA) applications are characterize...

0 Christian Pilato, et al. ∙

∙ 07/07/2020

The gem5 Simulator: Version 20.0+

The open-source and community-supported gem5 simulator is one of the mos...

0 Jason Lowe-Power, et al. ∙

∙ 12/07/2019

Generalized Data Placement Strategies for Racetrack Memories

Ultra-dense non-volatile racetrack memories (RTMs) have been investigate...

0 Asif Ali Khan, et al. ∙

∙ 12/03/2019

Achieving Determinism in Adaptive AUTOSAR

AUTOSAR Adaptive Platform is an emerging industry standard that tackles ...

0 Christian Menard, et al. ∙

∙ 10/02/2019

RecordFlux: Formal Message Specification and Generation of Verifiable Binary Parsers

Various vulnerabilities have been found in message parsers of protocol i...

0 Tobias Reiher, et al. ∙

∙ 06/28/2019

Category-Theoretic Foundations of "STCLang: State Thread Composition as a Foundation for Monadic Dataflow Parallelism"

This manuscript gives a category-theoretic foundation to the composition...

0 Sebastian Ertel, et al. ∙

∙ 03/08/2019

ShiftsReduce: Minimizing Shifts in Racetrack Memory 4.0

Racetrack memories (RMs) have significantly evolved since their concepti...

0 Asif Ali Khan, et al. ∙

∙ 03/31/2017

A Domain-Specific Language and Editor for Parallel Particle Methods

Domain-specific languages (DSLs) are of increasing importance in scienti...

0 Sven Karol, et al. ∙

∙ 08/28/2015

GCC-Plugin for Automated Accelerator Generation and Integration on Hybrid FPGA-SoCs

In recent years, architectures combining a reconfigurable fabric and a g...

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