• EGOTs enable ultra-low power neuromorphic computing with bioinspired parallel processing.
• Tunable synaptic plasticity is achieved via material and architecture engineering.
• EGOTs interface seamlessly with biological systems for neurochemical sensing.
• Artificial perception systems built on EGOTs mimic sensory functions efficiently.