Summit 2022 Call for Posters

November 03, 2021

The tinyML Summit 2022 will be focused on applications, end-users, and the supply chain for ultra-low power machine learning (ML) at the edge. Unlike other existing big industry and academic events, tinyML focuses on ultra-low power ML solutions, covering the entire ecosystem and bringing industry and academia together.

The tinyML 2022 Technical Program Committee invites contributions from experts from industry, academia, start-ups, and government labs to submit abstracts for posters in the following areas:

  • Audio: This session will cover new ubiquitous audio ML applications, novel network architectures for extremely small energy and memory footprints, and unusual hardware-software pairings to drive power.
  • Hardware: ultra-low-power hardware IPs and silicon implementations. Digital, analog, and mixed-signal techniques ranging from circuit-level to chip-level to system-level.
  • Sensors: Low power, small form-factor sensors, new innovative sensors, sensor integration, printed sensors, and other sensor trends.
  • Software & Tools: Tool stacks, compilers, and runtimes combined with more optimized algorithms, neural networks, and model development techniques to enable the next generation tinyML
  • Vision: Applications of ultra-low power machine learning in a broad range of domains, such as user interfacing, biomedical, industrial monitoring, (A)IoT, etc

Submission Format
Word doc, 150 word minimum/250 word maximum abstract.
The poster abstract should clearly state:

  • Problem statement (a specific problem that their work focuses on)
  • Relevance to tinyML (as described in the Introduction above)
  • Their technical approach and its novelty
  • Results and their significance to the tinyML community


Submission Instructions

Please use this form to submit your abstract.


Important Deadlines



December 17, 2021

Abstract and bio submission

January 14, 2021

Notification of acceptance by e-mail

February 18, 2022

Draft pdf or poster

March 11, 2022

Final pdf of poster

March 28-30, 2022
Date of tinyML Summit

Contact Bette Cooper bette@tinyml.org for more information