Emerging Memory and Computing Devices in the Era of Intelligent Machines

Emerging Memory and Computing Devices in the Era of Intelligent Machines

Computing systems are undergoing a transformation from logic-centric towards memory-centric architectures, where overall performance and energy efficiency at the system level are determined by the density, performance, functionality and efficiency of the memory, rather than the logic sub-system.

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Bibliographic Details
Main Author: Khalili, Pedram (auth)
Format: Book Chapter
Published: MDPI - Multidisciplinary Digital Publishing Institute 2020
Subjects:
n/a
image classification
bipolar resistive switching characteristics
bioelectronic devices
self-directed channel (SDC)
programmable ramp-down current pulses
nanoparticles
protein
DRAM
convolutional neural networks
silicon oxide-based memristors
electrochemical metallization cell
magnetic tunnel junction
power gating
resistance switching mechanism
BCH
Fast Fourier Transform
nucleic acid
biomemory
conductive filament
resistive random access memory (RRAM)
non-von Neumann architecture
emerging technologies
Galois field
variability
logic-in-memory
charge spreading
memristor
Hebbian training
crossbar
quantum point contact
SONOS
bionanohybrid material
ECG
neuromorphic computing
CUDA
low-latency
iBM
Oxygen-related trap
nonvolatile memory
phase change memory
floating gate
non-von neumann architecture
3D-stacked
STT-MRAM
solution-based dielectric
GPU
Internet of things
configurable logic-in-memory architecture
memory wall
biologic gate
synaptic weight
guide training
ion conduction
perpendicular Nano Magnetic Logic (pNML)
Weibull distribution
real-time system
in-DRAM cache
task placement
dynamic voltage scaling
MCU (microprogrammed control unit)
wire resistance
multi-level cell
chalcogenide
decoder
character recognition
matrix-vector multiplication
hybrid
magnetoresistive random access memory
blockchain
electrochemical metallization (ECM)
RISC-V
U-shape recessed channel
neuromorphic system
in-memory computing
crossbar array
associative processor
low-power
plasma treatment
voltage-controlled magnetic anisotropy
flash memory
resistive memory
analogue computing
bioprocessor
annealing temperatures
data retention
flip-flop
low-power technique
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