Cloud Can’t Keep Up, So Your Toaster Gets A Brain
The cloud can’t carry the weight of billions of sensors forever, and we’re proving why. We walk through a new class of ultra‑low‑power, heterogeneous neuromorphic microcontrollers that bring real intelligence to the edge, where timing, latency, and privacy matter most. From raw IMU streams to on‑device actions, you’ll hear how spiking neural networks, tiny CNNs, and a RISC‑V core team up to decode the world in real time without draining a battery.
We dig into the full signal path: encoding analog magnitude and velocity into spikes, pushing temporal patterns through an SNN accelerator, and…
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