S2-Net is an oscillatory spiking neural network that uses time-delayed synchronization for bottom-up and top-down coordination to enable efficient, brain-inspired information processing across tasks like decoding and reasoning.
A simple way to initialize recurrent networks of rectified linear units
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From Cortical Synchronous Rhythm to Brain Inspired Learning Mechanism: An Oscillatory Spiking Neural Network with Time-Delayed Coordination
S2-Net is an oscillatory spiking neural network that uses time-delayed synchronization for bottom-up and top-down coordination to enable efficient, brain-inspired information processing across tasks like decoding and reasoning.