With the growing importance of data privacy and regulatory compliance, machine unlearning has become a critical requirement in deep learning. However, existing approaches often require access to the ...
When we aligned activity to speech onset for each of the 100 repeated trials, we observed a striking diversity of response patterns (Fig. 1f and Supplementary Video 1). For example, some neurons ...
a.The architecture of the all-optical CNN for OAM-mediated machine learning, which can be applied to encode a data-specific image into OAM states. The photonic neural network comprises a trainable ...
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