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eess.SP2025
An Asynchronous Mixed-Signal Resonate-and-Fire Neuron
Giuseppe Leo, Paolo Gibertini, Irem Ilter +3
Analog computing at the edge is an emerging strategy to limit data storage and transmission requirements, as well as energy consumption, and its practical implementation is in its…
cs.NE2025
Bruno: Backpropagation Running Undersampled for Novel device Optimization
Luca Fehlings, Bojian Zhang, Paolo Gibertini +3
Recent efforts to improve the efficiency of neuromorphic and machine learning systems have centred on developing of specialised hardware for neural networks. These systems typicall…