Neuromorphic Spiking Silicon Chips Cut AI Energy Consumption by 90% for Edge Devices

By mimicking biological synaptic architectures where neurons only consume power when transmitting electrical spikes, neuromorphic computing is dismantling the energy bottleneck of modern artificial intelligence. The newly unveiled chips process streaming video, speech, and environmental telemetry locally without offloading compute to power-hungry cloud data centers.