This book covers semiconductor memory technologies from device
bit-cell structures to memory array design with an emphasis on
recent industry scaling trends and cutting-edge technologies. The
first part of the book discusses the mainstream semiconductor
memory technologies. The second part of the book discusses the
emerging memory candidates that may have the potential to change
the memory hierarchy, and surveys new applications of memory
technologies for machine/deep learning applications. This book is
intended for graduate students in electrical and computer
engineering programs and researchers or industry professionals in
semiconductors and microelectronics. Explains the design of basic
memory bit-cells including 6-transistor SRAM,
1-transistor-1-capacitor DRAM, and floating gate/charge trap FLASH
transistor Examines the design of the peripheral circuits including
the sense amplifier and array-level organization for the memory
array Examines industry trends of memory technologies such as
FinFET based SRAM, High-Bandwidth-Memory (HBM), 3D NAND Flash, and
3D X-point array Discusses the prospects and challenges of emerging
memory technologies such as PCM, RRAM, STT-MRAM/SOT-MRAM and
FeRAM/FeFET Explores the new applications such as in-memory
computing for AI hardware acceleration.
General
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