Performance remained relatively consistent across different levels of task difficulty. LLM performance drops sharply when prompts are disrupted. Irrelevant context leads to the most significant losses ...

In this paper, a high-efficiency encoder-decoder structure, inspired by the top-down attention mechanism in human brain perception and named human-like perception attention network (HPANet), is ...

In contrastive learning, a text encoder f_text: R -> R^d may map textual reports to the same d-dimensional latent space for alignment with ECG encodings. In this approach, we train the LLM and f_ECG ...

Specifically, our network includes an encoder stage for extracting features from input ... purification of informative features through sufficient feature learning; and a decoder stage for effective ...

The LDPC Encoder / Decoder is a flash reliability solution delivering industry-leading flash endurance and retention through advanced LDPC error correction coupled ...

The MAN_CODEC IP Core is a versatile encoder and decoder pair that converts a basic NRZ bitstream into a standard Manchester code and vice-versa. The encoder and decoder are provided as separate IP ...