Unite.AI

Seeds of Memory: Building AI That Remembers

Every time we open ChatGPT, Claude, or Gemini, we start from zero. Each conversation, each prompt, each insight erased the ...

DeepSeek’s Engram Conditional Memory Shows How to Reduce AI Compute Waste

DeepSeek's new Engram AI model separates recall from reasoning with hash-based memory in RAM, easing GPU pressure so teams ...
IEEE

RT-PMalloc: Optimizing Persistent Memory Allocation for Soft Real-Time Systems

Abstract: Predictable dynamic allocation of Persistent Memory (PM) is pivotal to enable flexible and maintainable software design in PM-aware real-time systems. Existing PM allocators suffer from ...
IEEE

A Scalable External Memory Access and On-Chip Storage Architecture for Edge-AI Accelerators : – Multi-Path Rolling Data Refresh and Layer-Wise Bank Allocation

Abstract: For resource-constrained AI accelerators applied in edge computing, achieving high power efficiency in neural network (NN) model computation is crucial. However, current designs often ...