English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

A key issue in system design is the lack of communication between hardware,software and domain expert. Recent research work shows progress in automaticHW/SW co-design flows of neural accelerators that seems to make this kind ofcommunication obsolete. Most real-world systems, however, are a composition ofmultiple processing units, communication networks and memories. A HW/SWco-design process of (reconfigurable) neural accelerators, therefore, is animportant sub-problem towards a common co-design methodology. The ultimatechallenge is to define the constraints for the design space exploration onsystem level - a task which requires deep knowledge and understanding ofhardware architectures, mapping of workloads onto hardware and the applicationdomain, e.g. artificial intelligence.  For most projects, these skills are distributed among several people or evendifferent teams which is one of the major reasons why there is no establishedend-to-end development methodology for digital systems. This position paperdiscusses possibilities how to establish such a methodology for systems thatinclude (reconfigurable) dedicated accelerators and outlines the central rolethat languages and tools play in the process.

Enabling Cross-Domain Communication: How to Bridge the Gap between AI and HW Engineers