Not every microcontroller can handle artificial intelligence and machine learning (AI/ML) chores. Simplifying the models is one way to squeeze algorithms into a more compact embedded compute engine. Another way is to pair it with an AI accelerator like Femtosense’s Sparse Processing Unit (SPU) SPU-001 and take advantage of sparsity in AI/ML models.

In this episode, Sam Fok, CEO at Femtosense, talks about AI/ML on the edge, the company's dual sparsity design, and how the small, low power SPU-001 can augment a host processor.

As navigation becomes increasingly vulnerable to jamming, spoofing, or complete denial, military forces operating in contested environments face significant challenges, not just in navigation, but in coordination, safety, and mission success. ANELLO Photonics has developed an innovative Silicon Photonics Optical Gyroscope (SiPhOG) to serve autonomous vehicles using silicon photonics, accelerometers, and gyroscopes for accurate and reliable positioning and navigation.

In this episode, we talk to Jerry Twomey, an engineering consultant with a deep background in electronics design, medical devices, electro-mechanical systems, and board-level integrated circuits. He is the author of the book “Applied Embedded Electronics – Design Essentials for Robust Systems," a comprehensive reference that covers the design process from initial concept to final PCB, for all embedded system electronics.