IEEE

MambaHSI+: Multidirectional State Propagation for Efficient Hyperspectral Image Classification

Abstract: Hyperspectral image (HSI) classification faces significant challenges due to high-dimensional spectral redundancy and complex spatial-spectral dependencies. While existing MambaHSI models ...
IEEE

OSDMamba: Enhancing Oil Spill Detection From Remote Sensing Images Using Selective State-Space Model

Abstract: Semantic segmentation is commonly used for oil spill detection (OSD) in remote sensing images. However, the limited availability of labeled oil spill samples and class imbalance present ...
IEEE

Energy-Efficient Temperature-Calibration Readout Circuits with Thermal-State Sensible Sampling and Zoom Window Switch Scheme for RRAM-Based Analog Computing-in-Memory

Abstract: In this work, we present a temperature calibration readout circuit for RRAM-based analog computing-inmemory (ACIM), which includes i) a thermal-state sensible sampling circuit with a compact ...
IEEE

DSSM: Dual State Space Model For Human Motions Generation

Abstract: Text-driven human motion generation has attracted considerable critical attention in recent years. The task requires generating movements that are diverse, natural, and comfortable in ...
IEEE

HC-Mamba: Remote Sensing Image Classification via Hybrid Cross-Activation State–Space Model

Abstract: Remote sensing image classification plays a crucial role in scene understanding task interpretation. Currently, remote sensing image classification is constrained by the complexity, ...
IEEE

Pan-DUSM: Deep Unfolding Network With State Space Model For Pansharpening

Abstract: The purpose of pansharpening method is to combine the spectral-spatial information from both the multi-spectral images (MS) and the Panchromatic (PAN ...
IEEE

State-of-Charge Estimation of the Battery Based on Improved Equivalent Circuit Model and Adaptive Extended Kalman Filter

Abstract: The fuel cell propulsion system is one of the potential development directions for future green aviation. Due to the slow dynamic response of fuel cells, they need to be used together with ...
IEEE

Learn to Establish and Achieve Professionalism at Asian Solid-State Circuits 2024 Was a Success (LEAP) [Women in Circuits Corner]

Abstract: Provides society information that may include news, reviews or technical notes that should be of interest to practitioners and researchers.
IEEE

A Method for Building an Equivalent Model of the Wind Farm Station Based on the Actual Short-Circuit Capacity of the Wind Farm

Abstract: Due to the various limitations of the electromechanical transient detailed model of wind farms in the calculation of the safety and stability of large power grids, such as computing ...
IEEE

XSNet: A Lightweight X-Ray Security Image Segmentation Model Combining State-Space Models and Convolutional Neural Networks

Abstract: In this letter, we propose a novel lightweight X-ray image contraband segmentation network, XSNet, which integrates State Space Models (SSM) with Convolutional Neural Networks (CNNs) to ...
IEEE

High-Order State Space Model for Multi-Modal Accelerated MRI Reconstruction

Abstract: In this work, we propose a novel high-order state space model embedded within an interpretable unfolding algorithm for MRI reconstruction, marking the first adaptation of the Mamba framework ...
IEEE

Speech Conv-Mamba: Selective Structured State Space Model With Temporal Dilated Convolution for Efficient Speech Separation

Abstract: As a selective state space model, Mamba exhibits outstanding performance and efficiency in sequence modeling tasks. Therefore, in this letter, we use Mamba as the fundamental network ...