"SNNs are artificial neural networks that mimic how biological brains process information using brief, discrete signals, much like how neurons in animal brains communicate," Miss Hussaini said.
"Animals are remarkably adept at navigating large, dynamic environments with amazing efficiency and robustness," Dr Fischer said.
"This work is a step towards the goal of biologically inspired navigation systems that could one day compete with or even surpass today's more conventional approaches," Dr Fischer explained.
"These networks are particularly well-suited for neuromorphic hardware -- specialised computer hardware that mimics biological neural systems -- enabling faster processing and significantly reduced energy consumption."
#robotics #artificial-intelligence #spiking-neural-networks #energy-efficiency #biologically-inspired-systems
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