Events

In this talk at the 2023 Embedded Vision Summit, Perceive CEO Steve Teig dissected generative adversarial networks (GANs) and explored new strategies to enhance their performance. Although they are widely used to create "fake" images and data, the results are often less diverse and useful than they could be. Steve looked at how GANs could be re-examined and refined to offer a greater range and more realistic generated images and datasets.

Perceive is a Gold Sponsor for Embedded Vision Summit 2023 and the exclusive sponsor for the Women in Vision Reception on May 23. Contact us to set up a meeting, or drop by booth 107! We look forward to seeing you there!

Steve Teig, Perceive CEO, will join a panel of experts from the chip and board community as they explore the advances and spotlight real-world AI/ML deployment in automotive electronics. They will highlight the benefits derived from implementing AI/ML as well as address any drawbacks or disruptions caused by this innovation. The panel is part of … Continued

Perceive will be exhibiting at CES 2023, with a meeting and demonstration suite in the Park MGM Madison Meeting Centre. Appointments will be required – please contact us to set up a private meeting and demo session.

Deep learning seems to touch every discipline these days, but behind its startling magic tricks, it is surprisingly primitive. It is concerning to note the extent to which today’s deep learning relies on folklore: on recipes and anecdotes, rather than on scientific principles and explanatory mathematics. Think of how much more trustworthy, robust, compact, and … Continued

In this keynote address, Perceive CEO Steve Teig will discuss how deep learning’s reliance on inefficient models based on recipes and anecdotes, rather than scientific principles and explanatory mathematics, leads to unsustainable compromises in power-efficiency, privacy, and user experience. By focusing instead on using information theory to guide the development of more rigorous, scalable machine … Continued

  In this panel, Perceive CEO Steve Teig joins Ryad Benosman, James Marshall, and Sally Ward-Foxton to discuss neuromorphic vision, which has long been in development and has promised great improvements in latency and power usage for a variety of uses, such as edge applications. The panel will consider if these technologies could be viable … Continued

Perceive is proud to sponsor the Women in Vision networking reception May 17 at the Embedded Vision Summit. Join us there for the opportunity to meet and network with other women who share professional interests in computer vision and edge AI. Please visit this link for more information about the event.

  Perceive CEO, Steve Teig, will discuss the current industry focus on compressing weights to lower the memory requirements of neural networks – and why it's necessary to investigate means to reduce activation memory as well. Although there are many schemes used to reduce weights, they often require compromises such as lower precision or smaller … Continued

Perceive is a Gold Sponsor for Embedded Vision Summit 2022 and the exclusive sponsor for the Women in Vision Reception on May 17. Contact us to set up a meeting, or drop by booth 524! We look forward to seeing you there!

Today, TinyML focuses primarily on shoehorning neural networks onto microcontrollers or small CPUs but misses the opportunity to transform all of ML because of two unfortunate assumptions: first, that tiny models must make significant performance and accuracy compromises to fit inside edge devices, and second, that tiny models should run on CPUs or microcontrollers. Regarding … Continued

Today’s face recognition networks identify white men correctly more often than white women or non-white people. The use of these models can manifest racism, sexism, and other troubling forms of discrimination. There are also publications suggesting that compressed models have greater bias than uncompressed ones. Remarkably, poor statistical reasoning bears as much responsibility for the … Continued

The event will be presented on a robust virtual platform allowing attendees to attend presentations, ask questions of the speakers, see Member company demos and network with other industry attendees.

Steve will be speaking on a panel at this event.

In this session, Parks Associates analysts present new research quantifying consumer demand for smart product and system features that are powered by AI to provide a new layer value through automation, assistance, or personalization.

Explosive data growth and real-time data analysis drives the need for increased performance and power efficiency for edge devices such as home security cameras, wearables, mobile phones, and smart appliances. Purpose-built AI accelerators handle these challenges, significantly speeding up AI applications such as inferencing at the edge by enabling local processing. Learn how purpose-built AI … Continued

The opportunity for edge AI solutions at scale is massive—and is expected to eclipse cloud-based approaches in the next few years. But to realize this potential, we must find ways to simplify and democratize the development and deployment of edge AI systems. What are the most critical gaps that must be filled to streamline edge … Continued

Machine learning aims to construct models that are predictive: accurate even on data not used during training. But how should we assess accuracy? (Hint: simply computing the average error on a pre-determined test set, while nearly universal, is frequently a bad strategy.) How can we avoid catastrophic errors due to black swans—rare, highly atypical events? … Continued

We will be attending this event as a Gold Sponsor. Please visit our online booth during the conference!

We are attending Embedded Vision Summit 2020 as a Gold sponsor. Please visit our virtual booth to learn more about us!