Magnetic domain wall based synaptic and activation function generator for neuromorphic accelerators
Magnetic domain walls are information tokens in both logic and memory devices and hold
particular interest in applications such as neuromorphic accelerators that combine logic in …
particular interest in applications such as neuromorphic accelerators that combine logic in …
Low-barrier nanomagnets as p-bits for spin logic
It has recently been shown that a suitably interconnected network of tunable telegraphic
noise generators or “p-bits” can be used to perform even precise arithmetic functions like a …
noise generators or “p-bits” can be used to perform even precise arithmetic functions like a …
[HTML][HTML] Domain wall-magnetic tunnel junction spin–orbit torque devices and circuits for in-memory computing
There are pressing problems with traditional computing, especially for accomplishing data-
intensive and real-time tasks, that motivate the development of in-memory computing …
intensive and real-time tasks, that motivate the development of in-memory computing …
On-chip learning for domain wall synapse based fully connected neural network
Spintronic devices are considered as promising candidates in implementing neuromorphic
systems or hardware neural networks, which are expected to perform better than other …
systems or hardware neural networks, which are expected to perform better than other …
Field-free magnetization switching by utilizing the spin Hall effect and interlayer exchange coupling of iridium
Magnetization switching by spin-orbit torque (SOT) via spin Hall effect represents as a
competitive alternative to that by spin-transfer torque (STT) used for magnetoresistive …
competitive alternative to that by spin-transfer torque (STT) used for magnetoresistive …
Design and evaluation of a spintronic in-memory processing platform for nonvolatile data encryption
In this paper, we propose an energy-efficient reconfigurable platform for in-memory
processing based on novel four-terminal spin Hall effect-driven domain wall motion devices …
processing based on novel four-terminal spin Hall effect-driven domain wall motion devices …
Spintronic logic design methodology based on spin Hall effect–driven magnetic tunnel junctions
Conventional complementary metal-oxide-semiconductor (CMOS) technology is now
approaching its physical scaling limits to enable Moore's law to continue. Spintronic devices …
approaching its physical scaling limits to enable Moore's law to continue. Spintronic devices …
On-chip learning of a domain-wall-synapse-crossbar-array-based convolutional neural network
Abstract Domain-wall-synapse-based crossbar arrays have been shown to be very efficient,
in terms of speed and energy consumption, while implementing fully connected neural …
in terms of speed and energy consumption, while implementing fully connected neural …
Hybrid spin-CMOS polymorphic logic gate with application in in-memory computing
In this article, we initially present a hybrid spin-CMOS polymorphic logic gate (HPLG) using
a novel 5-terminal magnetic domain wall motion device. The proposed HPLG is able to …
a novel 5-terminal magnetic domain wall motion device. The proposed HPLG is able to …
Beyond cmos
S Das, A Chen, M Marinella - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Dimensional and functional scaling 1 1 Functional Scaling: Suppose that a system has been
realized to execute a specific function in a given, currently available, technology. We say that …
realized to execute a specific function in a given, currently available, technology. We say that …