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This video introduces Temporal Event-based Neural Networks (TENNs) - lightweight, energy-efficient neural networks that excel at processing spatiotemporal data. TENNs work in tandem with our Akida platform to process multidimensional events and perform compute-heavy tasks on devices with limited memory, battery, and computational resources.