As embedded systems grow more complex and as new applications such as IoT require many design constraints, sophisticated design space explo- ration

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Design space exploration

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Design Space Exploration (DSE) is a suite of open-source Grasshopper tools developed by Digital Structures at MIT. These tools aim to support visual, performance-based design space exploration and interactive multi-objective optimization (MOO) for conceptual design. Rather than one single component or user interface, these tools can be used flexibly with other Grasshopper components or plug-ins to take a variety of approaches to DSE and MOO, including a priori , a posteriori, and interactive

Organisers: Luigi Nardi, Artur Souza, Matt Feldman, Kunle OlukotunWebsite: https://pldi20.sigplan.org/details/pldi-2020-tutorials/1/Design-Space-Exploration Design space exploration of multiple loops on FPGAs using high level synthesis. IEEE International conference on computer design (ICCD).

The post-doc/engineer is expected to develop techniques for design space exploration of computer architectures and fault tolerance. We also expect to have prototype implementations of the developed techniques on FPGA and ASIC. The designs will primarily be done through High-Level Synthesis tools. Desired skills include:

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In this paper, we introduce Aladdin, a pre-RTL, power-performance simulator designed to enable rapid design space search of accelerator-centric systems. This framework takes Design Space Exploration of Initial Structural Design Alternatives via Artificial Neural Networks September 2019 DOI: 10.5151/proceedings-ecaadesigradi2019_308 We also present a design space exploration algorithm for obtaining the implementation with the highest performance on a given platform. Simulation results with a real-life DCNN demonstrate that our accelerator outperforms other competing approaches, which disregard some sources of parallelism in … 2018-12-21 2020-06-09 Design-Space Exploration in Model Driven Engineering –An Initial Pattern Catalogue– Ken Vanherpen1 , Joachim Denil1,2 , Paul De Meulenaere1 , and Hans Vangheluwe2,3 1 CoSys-Lab, FTI, University of Antwerp, Belgium 2 AnSyMo, FWET, University of Antwerp, Belgium 3 MSDL, McGill University, Canada {ken.vanherpen, joachim.denil, paul.demeulenaere}@uantwerpen.be hv@cs.mcgill.ca Keywords Architecture Design Space Exploration Using RISC-V Donato Kava, Sahan Bandara, Michel A. Kinsy Adaptive and Secure Computing Systems (ASCS) Laboratory Boston University, Boston, MA Additional Project Participants: Alan Ehret, Mihailo Isakov, Nikola Hardi .
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A unique "design space (DSp) exploration strategy," defined as a function of four key scenarios, was successfully integrated and validated to enhance the DSp building exercise, by increasing the accuracy of analyses and interpretation of processed data. The four key scenarios, defining the strategy, …

Space Exploration Doodle Enhanced function-means modeling supporting design space exploration Artificial intelligence for engineering design, analysis and manufacturing, 33(4), After further discussion within the High Level Space Policy Group on the future scope and specific design of the European Space Programme, a first revision of Moon Alchemist bland de tre bästa idéerna i Space Exploration Masters competition. Publicerad: 26 november 2018.

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Design-Space Exploration (DSE), that is design decisions based on the systematic exploration of the search space, encompasses a set of techniques used in various domains like electronic circuit design or 3D modelling that are increasingly leveraging the possibilities brought by ML, see for The design space for a typical OpenCL application contains thousands of possible designs even when considering a small number of design space parameters.