The core of our technology is our patented charge domain MAC.
The benefits of this solution are lower noise, power, speed and size over similar technologies including memristors, resistive RAM, NVM-controlled resistors and other competing technologies.
Our architecture is based around four core ideas:
- Event-driven charge processing using 10’s to 1000’s of electrons each cycle
- Virtual neurons taking advantage of >1GHz equivalent digital processing capability
- Eliminating digitization through on chip sensors coupling directly to the AI
- Scalable, software driven, on chip networking driven by standard tools
There are several companies that are offering analog AI solutions, but these products are challenged by fundamental physical noise and bandwidth limitations that cannot be overcome.
AIStorm has taken a different path –charge domain processing. Working with charge, this method opens up opportunities for AI-in-Sensor processing for image or audio enhancement that just cannot be implemented any other way.
Charge domain processing is a revolution in processing that overcomes the noise and bandwidth limitations of other analog solutions. Charge domain solutions can accept IoT sensor information directly without the cost, power and latency of digitization and therefore represent a better solution over both analog and digital solutions.