Semiconductor Engineering

Outlier-aware Quantization Framework Co-designed With Heterogeneous NVM For SLM Deployment on Edge Platforms (UCSD et al.)

Efficient SLM Edge Inference via Outlier-Aware Quantization and Emergent Memories Co-Design” was published by researchers at ...
BMJ Open

Participatory development of an evaluation and data model for teleconsultations in long-term care: study protocol based on the MRC framework

Introduction Demographic change is resulting in a growing number of individuals requiring nursing care, while the ...
GitHub

R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning

In this repo, we present R-4B, a multimodal large language model designed for general-purpose auto-thinking, autonomously switching between step-by-step thinking and direct response generation based ...
IEEE

A Comprehensive Compact Model for Multilevel Switching in TaOx-Based Memristive 1T-1R Cells

Abstract: Filamentary switching memristive devices based on the valence change mechanism (VCM) are promising for non-volatile memory applications due to their ability to store multiple resistance ...
IEEE

Uncertainty Quantification in Industrial Systems Using Deep Gaussian Process for Accurate Degradation Modeling

Abstract: Several factors, such as human error, environmental factors, and maintenance practices, contribute to the degradation of real-world industrial systems. Predicting system dynamics is ...