AI/ML Inferencing on MCU for Battery-Powered Devices

MCUs transform AI/ML and infuse intelligence into battery-operated architectures.

[{"selector":"#anim-b5fcef27-307e-4da7-9d5c-11c7968eec2a","keyframes":{"transform":["translate3d(-149.50001%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-0bbebf9c-9f79-4bfe-b825-7b5ac09a7d66","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-fd82eab3-a8d0-403c-9a1c-5a8c887d32b2","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

They maintain privacy and lower latency by doing inferencing locally.

[{"selector":"#anim-9c4923f9-a7aa-4bde-b6a4-66bef17c7b4f","keyframes":{"transform":["translate3d(-139.50001%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-bd380f48-6fb9-4d1a-8263-fda8b3b9b993","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-52f712bb-ae71-4bf5-b4dd-76e0d898f512","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

These low-power gadgets efficiently perform advanced algorithms.

[{"selector":"#anim-43e5112b-983c-4eba-be0a-936e731eb0b4","keyframes":{"transform":["translate3d(-143.00001%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-336d124e-ee3a-4649-91f4-873b4fd05629","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-6790e7ad-ce5c-4b48-8969-e80a342ee67e","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

They have longer battery lives, which makes them perfect for Internet of Things applications.

[{"selector":"#anim-45444ea0-a7c1-44c3-90aa-3742d65e334c","keyframes":{"transform":["translate3d(-139%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c41fab9a-16eb-44d6-9c14-8b26cc37e05c","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-ffcc621a-dd41-4bda-a307-6568653bb10b","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

This method creates new opportunities for edge computing.

[{"selector":"#anim-3a0fcd41-ff5e-44f8-b8b5-81f2edaceee0","keyframes":{"transform":["translate3d(-153.00001%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e3b303ae-c4fc-46d1-a91c-82c693df5a75","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-43d6f9b6-9cff-4da9-bb24-6001d026ba95","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

AI/ML Inferencing on MCU for Battery-Powered Devices

MCUs transform AI/ML and infuse intelligence into battery-operated architectures.

They maintain privacy and lower latency by doing inferencing locally.

These low-power gadgets efficiently perform advanced algorithms.

They have longer battery lives, which makes them perfect for Internet of Things applications.

This method creates new opportunities for edge computing.

Read More Stories