3D Memory Network Nodes for High-Density Interconnects
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Solution Overview
Problem
Current memory systems face challenges in increasing packing density and performance due to shrinking device surface areas, leading to manufacturing yield reduction and increased complexity in interconnects, as well as performance losses from software overhead and bandwidth constraints in multi-processor systems.
Innovation Solution
The development of three-dimensional memory systems with network architectures that allow for interconnected network nodes and processors, enabling high-performance data sharing and access through multidimensional interconnects, which reduce the need for message passing and improve memory latency by distributing data management closer to processors.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Quantity of substance
If device surface area is shrunk to increase packing density, then memory capacity increases, but manufacturing yield decreases and interconnect complexity increases
Solution Approach 1:
The patent transitions from two-dimensional planar memory layouts to three-dimensional stacked architectures, where memory banks are arranged vertically across multiple layers. This dimensional change allows increased memory capacity without proportionally increasing interconnect complexity, as the vertical stacking enables more efficient use of the substrate area and reduces the number of interconnect layers required compared to horizontal expansion.
2Quantity of substance
If device surface area is shrunk to increase packing density, then memory capacity increases, but manufacturing yield decreases
Solution Approach 1:
The memory system is divided into multiple independent memory banks organized in a three-dimensional stack, where each bank can be manufactured and tested separately. This segmentation allows for better yield management, as defects in one bank do not necessarily affect the entire memory array, and enables modular manufacturing approaches that can improve overall production yield while achieving high total capacity.
3Quantity of substance
If memory banks are increased to provide large data storage, then storage capacity increases, but interconnect delays increase
Solution Approach 1:
The patent implements a hierarchical interconnect architecture where local interconnects serve nearby memory banks within the same stack layer, while global interconnects handle communication between different layers and external processors. This local quality approach ensures that frequently accessed data within the same bank experiences minimal delay, while the overall system maintains high capacity through the expanded three-dimensional structure.
4Area of stationary object
If three-dimensional memory systems are implemented, then packaging density improves, but device complexity increases
Solution Approach 1:
The memory system employs a nested hierarchical structure where memory cells are organized into banks, banks are stacked into layers, and layers are integrated into a three-dimensional array. This nesting approach achieves high packaging density by efficiently utilizing vertical space, while the regular repeating patterns at each hierarchical level provide modularity that helps manage system complexity through standardized design units.
Data Source
AI summary
Apparatus and systems may include a first node group include a first network node coupled to a memory, the first network node including a first port, a second port, a processor port, and a hop port. Network node group may include a second network node coupled to a memory, the second network node including a first port, a second port, a processor port, and a hop port, the hop port of the second network node coupled to the hop port of the first network node and configured to communicate between the first network node and the second network node. Network node group may include a processor coupled to the processor port of the first network node and coupled to the processor port of the second network node, the processor configured to access the first memory through the first network node and the second memory through the second network node. Other apparatus, systems, and methods are disclosed.


