Recent trends of CMOS scaling and increasing number of on-chip cores have led to a large
increase in the size of on-chip caches. Since SRAM has low density and consumes large …

Process variation—deviation in parameters from their nominal specifications—threatens to
slow down and even pause technological scaling, and mitigation of it is the way to continue …

Emerging nonvolatile memory devices such as phase change memories and memristors are
replacing SRAM and DRAM. However, nonvolatile main memories (NVMM) are susceptible …

While inclusion of emerging technology-based Non-Volatile Memory (NVM) devices in on-
chip memory subsystems offers excellent potential for energy savings and scalability, their …

Skyrmions racetrack memory (SKM) has been identified as a promising candidate for future
on-chip cache. Similar to many other nanoscale technologies, process variations also …

In recent years, STT-RAMs have been proposed as a promising replacement for SRAMs in
on-chip caches. Although STT-RAMs benefit from high-density, non-volatility, and low-power …

NVM has commonly been used to address increasingly large last-level caches (LLCs)
requirements by reducing leakage. However, frequent data-writing operations result in …

A new model of the brain-like neural network for visual data processing and action control is
proposed. The neural network is built on discrete elements with binary input and output with …

The ever-increasing demands of deep learning applications, especially the more powerful
but intensive unsupervised deep learning models, overwhelm computation capability …

Magnetic memory technologies are very promising candidates to be universal memory due
to its good scalability, zero standby power and radiation hardness. Having a cell area much …