Fig. 4: Highly adaptive edge equipment and performance projections.
From: Adaptive spatial-temporal information processing based on in-memory attention-inspired devices
a Illustrations of the attention-enhanced infrastructure. Attention can be continuously adjusted from 0 to 100%, and examples under 6 values of spatial attention are shown in (a). (b−d) Illustrations of the attention-enhanced vehicle. Attentions are dynamically adjusted in different scenes, including wide street (b), congested street (c), and crossroad (d). e−f Simulated latency (e) and energy (f) projections of the conventional transistor-based circuit and the attention-inspired-device-based architecture for spatial-temporal information processing with attention adjustment from 0 to 100%. g Area, latency, and energy improvements of the attention-inspired device.
