Representative HNNs with different structures (IMAGE)
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(a) The hybrid reasoning network with serial structure for multi-stage robust question answering. (b) The hybrid top-down attention network with feedback structure for multi-level efficient perception. (c) Hybrid sensing network with parallel structure for multi-pathway tracking. (d) An HNN-based self-driving system with composite structure for simultaneously realizing real-time object detection, tracking, voice control, obstacle avoidance, and balance control.
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