Next Generation Physical AI for Edge Autonomy

A new frontier has arrived. Small, mobile autonomous systems — drones, robots, satellites — demand a new AI architecture. The key ability to employ highly accurate low latency perception to detect, track and avoid threats and maneuver effectively for mission success. Due to the severe size, weight and power constraints of these machines and their operating environments, contemporary AI systems (software and hardware), designed mostly for data centers, fail to deliver adequate performance. Neuron Dynamics fills this gap. Event based Physical AI uses the temporal information from event based sensors mimicking how humans perceive tand manipulate the world.

<1ms

PERCEPTION LATENCY
vs 100ms+ for traditional CNN/DNN

10mW

AI PROCESSING POWER

vs 10W on Jetson Nano (1000× reduction)

~95%

LESS DATA BANDWIDTH

vs 30–50fps × 8MP RGB streams

Ready to build the
future of Physical AI?

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