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Deep Learning and Waveform Classification

Deep Learning and Waveform Classification (On-Demand Webinar)

Recorded on June 4, 2020

Deep Learning and Waveform Classification (On-Demand Recording)

Recorded on June 4, 2020

In the last few years machine learning has been transformed by the advent of Deep Learning, particularly in the area of classification. While these new deeply layered neural networks have revolutionized the commercial market, their application in Electronic Warfare (EW) has been limited. The goal of this webinar is to educate the audience in the field of deep learning, and show how the technology can be applied to the problem of waveform classification in EW. Included will be an exploration of how classification has been approached in the past, and how deep learning to offer a step change in performance for waveform classification.

Kyle Davidson is a former signals officer, having served for 15 years in the Canadian Army. During this time, he held a variety of positions in the field force, on operations in Afghanistan, and as an educator. For the last five years in the Army he served at the Royal Military College of Canada (RMC) as an assistant professor in the Department of Electrical and Computer Engineering, from which he holds a B.Eng. and M.A.Sc. He continues to serve as an adjunct professor at RMC and is scheduled to defend his Ph.D. in EW systems engineering in the spring of 2019.

Since leaving the Canadian Armed Forces he has worked as a Radar and Electronic Warfare Scientist and later Head of Capability at Tactical Technologies Inc., a subsidiary of Leonardo MW, on a variety of projects, often related to the Eurofighter Typhoon's defensive aid suite. He is currently the Chief Engineer for Electronic Warfare Systems at MDA where he focusses on developing EW technologies and teams to support a variety of projects in the land, air, sea, and space domains.

Kyle Davidson

View Recorded Presentation

The entire presentation and Q&A was recorded for your On-Demand viewing.  On-demand viewing of recorded webinars is reserved as a complimentary benefit for dues-paying AOC members only. You can join the AOC here.

Pricing

  • AOC Members: Free
  • Guest Non-Members: $25


Confirmation

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You can also access the webinar via free mobile apps available on iOS and Android devices.

For questions, please contact Caleb Herr.


Privacy Policy

PLEASE NOTE: By registering for this webinar, you are providing explicit consent that the details of your registration may be used by the Association of Old Crows (AOC), the presenter, and/or the sponsor(s) to contact you via email for informational and marketing purposes.


Presentation Recording

The entire presentation and Q&A will be recorded for viewing approximately 24 hours after the event.  On-demand viewing of recorded webinars is reserved as a complimentary benefit for dues-paying AOC members, or access to the recording can be purchased individually for Guest Non-Members. You can join the AOC here.

Thank you to the following sponsors for making this event possible.


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With over 13,000 members internationally, the Association of Old Crows is an organization for individuals who have common interests in Electronic Warfare (EW), Electromagnetic Spectrum Management Operations, Cyber Electromagnetic Activities (CEMA), Information Operations (IO), and other information related capabilities. The Association of Old Crows provides a means of connecting members and organizations nationally and internationally across government, defense, industry, and academia to promote the exchange of ideas and information, and provides a platform to recognize advances and contributions in these fields.