Electronic Design

HBM4 and SPHBM4: Scaling Memory Bandwidth for AI and HPC

JEDEC’s HBM4 and the emerging SPHBM4 standard boost bandwidth and expand packaging options, helping AI and HPC systems push past the memory and I/O walls.
GitHub

Lightweight, embedded graph-based memory system for AI applications

KuzuMemory provides fast, offline memory capabilities for chatbots and AI systems without requiring LLM calls. It uses pattern matching and local graph storage to remember and recall contextual ...
IEEE

Reinforcement Learning-Based Dynamic Beam Hopping and Power Allocation for RSMA-Assisted Constrained-Input Satellite System

Abstract: This paper investigates a dynamic beam hopping and power allocation problem in rate-splitting multiple access (RSMA) assisted multi-beam satellite system, in which beam services are ...
IEEE

IDWA: A Importance-Driven Weight Allocation Algorithm for Low Write–Verify Ratio RRAM-Based In-Memory Computing

Abstract: Resistive random access memory (RRAM)-based in-memory computing (IMC) architectures are currently receiving widespread attention. Since this computing approach relies on the analog ...