Inside The New Non-Volatile Memories


The search continues for new non-volatile memories (NVMs) to challenge the existing incumbents, but before any technology can be accepted, it must be proven reliable. “Everyone is searching for a universal memory,” says TongSwan Pang, Fujitsu senior marketing manager. "Different technologies have different reliability challenges, and not all of them may be able to operate in automotive g... » read more

Memory Issues For AI Edge Chips


Several companies are developing or ramping up AI chips for systems on the network edge, but vendors face a variety of challenges around process nodes and memory choices that can vary greatly from one application to the next. The network edge involves a class of products ranging from cars and drones to security cameras, smart speakers and even enterprise servers. All of these applications in... » read more

Scaling Up Compute-In-Memory Accelerators


Researchers are zeroing in on new architectures to boost performance by limiting the movement of data in a device, but this is proving to be much harder than it appears. The argument for memory-based computation is familiar by now. Many important computational workloads involve repetitive operations on large datasets. Moving data from memory to the processing unit and back — the so-called ... » read more

Week In Review: Manufacturing, Test


Market research The coronavirus is having a major impact on the semiconductor, smartphone and related markets. For example, global fab equipment spending promises to rebound from its 2019 downturn and see a modest recovery this year, according to a report from SEMI. But the coronavirus (COVID-19) outbreak has eroded fab equipment spending in China and elsewhere in 2020, according to the rep... » read more

Taming Novel NVM Non-Determinism


New memory technologies may have non-deterministic characteristics that add calibration to the test burden — and may require recalibration during their lifetime. Many of these memories are in development as a result of the search for a storage-class memory (SCM) technology that can bridge the gap between larger, slower memories like flash and faster DRAM memory. There are several approache... » read more

Enterprise-Class DRAM Reliability


Brett Murdock, product manager for memory interfaces at Synopsys, examines demand for DDR5 and DDR4 in both on-premise and cloud implementations, what features are available for which versions, how they affect performance and power, how ECC is implemented, and how the data moves throughout these systems. » read more

An Increasingly Complicated Relationship With Memory


The relationship between a processor and its memory used to be quite simple, but in modern SoCs there are multiple heterogeneous processors and accelerators, each needing a different means of accessing memory for maximum efficiency. Compromises are being made in order to preserve the unified programming model of the past, but the pressures are increasing for some fundamental changes. It does... » read more

LPDDR4/4X DRAM Variants and Possible System Configurations


LPDDR is the de-facto standard for main-memory targeting mobile applications such as smartphones and tablets. Low-Power Double Data Rate Synchronous Dynamic Random Access Memories (LPDDR SDRAMs) or DRAMS offer high-performance while consuming significantly lower power than standard DDR memories, such as DDR5/4/3, which are ideal for systems requiring large memory capacity. For this reason, LPDD... » read more

Chiplet Momentum Rising


The chiplet model is gaining momentum as an alternative to developing monolithic ASIC designs, which are becoming more complex and expensive at each node. Several companies and industry groups are rallying around the chiplet model, including AMD, Intel and TSMC. In addition, there is a new U.S. Department of Defense (DoD) initiative. The goal is to speed up time to market and reduce the cost... » read more

2020 IC Outlook: Uncertainty


After a downturn in 2019, the semiconductor and equipment industries looked promising at the start of 2020. In 2019, the downturn was primarily due to the memory markets, namely DRAM and NAND. Both DRAM and NAND saw lackluster demand and falling prices last year. At the start of 2020, though, the memory markets were beginning to recover. Unlike memory, the logic and foundry markets were s... » read more

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