Testability and dependability of AI hardware: Survey, trends, challenges, and perspectives
F Su, C Liu, HG Stratigopoulos - IEEE Design & Test, 2023 - ieeexplore.ieee.org
Hardware realization of artificial intelligence (AI) requires new design styles and even
underlying technologies than those used in traditional digital processors or logic circuits …
underlying technologies than those used in traditional digital processors or logic circuits …
RHS-TRNG: A resilient high-speed true random number generator based on STT-MTJ device
S Fu, T Li, C Zhang, H Li, S Ma, J Zhang… - … Transactions on Very …, 2023 - ieeexplore.ieee.org
High-quality random numbers are very critical to many fields such as cryptography, finance,
and scientific simulation, which calls for the design of reliable true random number …
and scientific simulation, which calls for the design of reliable true random number …
A low-energy DMTJ-based ternary content-addressable memory with reliable sub-nanosecond search operation
In this paper, we propose an energy-efficient, reliable, hybrid, 10-transistor/2-Double-Barrier-
Magnetic-Tunnel-Junction (10T2DMTJ) non-volatile (NV) ternary content-addressable …
Magnetic-Tunnel-Junction (10T2DMTJ) non-volatile (NV) ternary content-addressable …
Smart Hammering: A practical method of pinhole detection in MRAM memories
As we move toward the commercialization of Spin-Transfer Torque Magnetic Random
Access Memories (STT-MRAM), cost-effective testing and in-field reliability have become …
Access Memories (STT-MRAM), cost-effective testing and in-field reliability have become …
Testing scouting logic-based computation-in-memory architectures
Today's von Neumann computing systems are facing major challenges making them not
suitable for evolving ultralow power (eg, edge computing) applications. Therefore …
suitable for evolving ultralow power (eg, edge computing) applications. Therefore …
Survey on STT-MRAM testing: Failure mechanisms, fault models, and tests
As one of the most promising emerging non-volatile memory (NVM) technologies, spin-
transfer torque magnetic random access memory (STT-MRAM) has attracted significant …
transfer torque magnetic random access memory (STT-MRAM) has attracted significant …
Impact of magnetic coupling and density on STT-MRAM performance
As a unique mechanism for MRAMs, magnetic coupling needs to be accounted for when
designing memory arrays. This paper models both intra-and inter-cell magnetic coupling …
designing memory arrays. This paper models both intra-and inter-cell magnetic coupling …
Characterization, modeling and test of synthetic anti-ferromagnet flip defect in STT-MRAMs
Understanding the manufacturing defects in magnetic tunnel junctions (MTJs), which are the
data-storing elements in STT-MRAMs, and their resultant faulty behaviors are crucial for …
data-storing elements in STT-MRAMs, and their resultant faulty behaviors are crucial for …
A Dynamic Testing Scheme for Resistive-Based Computation-In-Memory Architectures
SB Mamaghani, P Pal… - 2024 29th Asia and South …, 2024 - ieeexplore.ieee.org
Computation-in-memory (CIM) is a promising solution to tackle the memory wall problem in
big data and artificial intelligence applications. One possible approach to implement such a …
big data and artificial intelligence applications. One possible approach to implement such a …
Special session: Stt-mrams: Technology, design and test
STT-MRAM has long been a promising non-volatile memory solution for the embedded
application space owing to its attractive characteristics such as non-volatility, low leakage …
application space owing to its attractive characteristics such as non-volatility, low leakage …