Zenuity and CERN to develop AV machine learning

Zenuity has joined forces with CERN, the European Organisation for Nuclear Research, to develop fast machine learning for autonomous vehicles (AVs). Zenuity - an autonomous driving software company - is hoping the collaboration will aid the development of AVs that can make decisions and predictions more quickly, thereby avoiding accidents. The partners will also aim to reduce the runtime and memory footprint of deep learning algorithms while minimising energy consumption and cost. They will use CERN’s
September 5, 2019 Read time: 1 min

Zenuity has joined forces with CERN, the European Organisation for Nuclear Research, to develop fast machine learning for autonomous vehicles (AVs).

Zenuity - an autonomous driving software company - is hoping the collaboration will aid the development of AVs that can make decisions and predictions more quickly, thereby avoiding accidents.

The partners will also aim to reduce the runtime and memory footprint of deep learning algorithms while minimising energy consumption and cost.

They will use CERN’s Field-Programmable Gate Arrays, a hardware solution that is expected to execute decision-making algorithms in micro-seconds for machine learning applications. 

Related Content

  • In-vehicle intersection violation Warning system
    January 31, 2012
    Mike Schagrin, ITS Joint Program Office, RITA, and John Harding, NHTSA, describe US progress towards an in-vehicle Intersection Violation Warning system. In 2008, there were 37,261 fatalities on US roadways. Of these, 7,772, some 20.8 per cent of the total, were defined as intersection crashes or intersection-related crashes. Through a multi-agency research initiative led by the Research and Innovative Technology Administration (RITA), the US Department of Transportation (USDOT) has developed a prototype In
    Read More
  • Asfinag makes case for ITS-G5 over 5G
    March 15, 2019
    Asfinag’s Manfred Harrer and Peter Meckel talk to Jason Barnes about the organisation’s first steps towards C-ITS deployments - and why ITS-G5 will be the underpinning standard For quite a number of years, it was assumed that the connectivity required for cooperative ITS (C-ITS) applications and autonomous vehicle (AV) operations would be catered for by a bespoke communications solution/protocol. This would provide localised ad hoc communication in a manner similar to Wi-Fi, and the dedicated bandwidth/n
    Read More
  • Vigilant launch LEP solution to help parking agencies collect fines
    March 27, 2018
    California-based Vigilant Solutions (Vigilant) has launched a license plate-enabled parking (LEP) enforcement solution that uses vehicle location data to assist parking agencies and municipal parking units in enforcing policies and collecting outstanding fines. The platform is coupled with the company’s commercial data network to help parking enforcement work more efficiently with local police officers to address violations involving on-street and off-street lots. Vigiliant’s LEP device is said to offer
    Read More
  • Sorting myth from reality in vehicle automation
    June 2, 2016
    Bob Denaro looks beyond the hype surrounding autonomous vehicles to the challenges that still need to be overcome. Automated vehicles (AVs) may be the perfect storm – in a positive way - with the automobile manufacturers, the government and consumers all embracing the emergence of a transformational new technology and product.
    Read More

Highlighted Content