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Abstract: Autoencoders (AEs) enable efficient data encoding in communication systems by jointly optimizing encoder and decoder. However, conventional AE-based modulation/ demodulation methods ...

Abstract: Aiming at the problems of low ranging accuracy of single pseudo-code phase-modulated continuous wave (PCPMCW) radar, weak anti-interference ability of linear frequency modulated continuous ...

Recent advances in machine learning have shown that deep neural networks (DNNs) can provide powerful and flexible models of neural sensory processing. In the auditory system, standard linear-nonlinear ...

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Pure PyTorch implementation of the Mimi audio codec for encoding and decoding audio using discrete tokens. This implementation uses the official transformers.MimiModel and matches the exact parameters ...

Despite a century of research, memory encoding in the brain has remained mysterious. Neuronal synaptic connection strengths are involved, but synaptic components are short-lived while memories last ...