IEEE

A Hierarchical-Hybrid Floating-Point Compute-in-Memory Macro Using FP-DAC and FP-ADC for Edge-AI Devices

Abstract: The floating-point (FP) format offers superior precision compared to its integer counterpart for multiply-and-accumulate (MAC) computations. With the rapid progress of artificial ...
IEEE

A Hybrid Deep Learning Framework Combining Convolutional, Transformer, and GRU Models with Mixture of Experts for RNA Sequence Analysis

Abstract: This work proposes a novel hybrid deep learning model that incorporates CNNs, Transformer models, and GRU layers, further extended with an MoE model, for advanced sequence analysis. The ...