Dadiannao: A machine-learning supercomputer
Many companies are deploying services, either for consumers or industry, which are largely
based on machine-learning algorithms for sophisticated processing of large amounts of …
based on machine-learning algorithms for sophisticated processing of large amounts of …
DaDianNao: A neural network supercomputer
T Luo, S Liu, L Li, Y Wang, S Zhang… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Many companies are deploying services largely based on machine-learning algorithms for
sophisticated processing of large amounts of data, either for consumers or industry. The …
sophisticated processing of large amounts of data, either for consumers or industry. The …
DianNao family: energy-efficient hardware accelerators for machine learning
Machine Learning (ML) tasks are becoming pervasive in a broad range of applications, and
in a broad range of systems (from embedded systems to data centers). As computer …
in a broad range of systems (from embedded systems to data centers). As computer …
Adrenaline: Pinpointing and reining in tail queries with quick voltage boosting
Reducing the long tail of the query latency distribution in modern warehouse scale
computers is critical for improving performance and quality of service of workloads such as …
computers is critical for improving performance and quality of service of workloads such as …
Early detection of electrical defects in deep trench capacitors using voltage contrast inspection
Improvement of learning cycle time and mean time to detect issues is integral to kee** up
with the increasing pace needed in semiconductor technology development. Use of electron …
with the increasing pace needed in semiconductor technology development. Use of electron …
A 4.6W/mm2 power density 86% efficiency on-chip switched capacitor DC-DC converter in 32 nm SOI CMOS
The future trends in microprocessor supply current requirements represent a bottleneck for
next generation high-performance microprocessors since the number of supply pins will …
next generation high-performance microprocessors since the number of supply pins will …
Heterogeneous acceleration pipeline for recommendation system training
Recommendation models rely on deep learning networks and large embedding tables,
resulting in computationally and memory-intensive processes. These models are typically …
resulting in computationally and memory-intensive processes. These models are typically …
From layout to system: Early stage power delivery and architecture co-exploration
With the reduced noise margin brought by relentless technology scaling, power integrity
assurance has become more challenging than ever. On the other hand, traditional design …
assurance has become more challenging than ever. On the other hand, traditional design …
Methodology for trench capacitor etch optimization using voltage contrast inspection and special processing
Embedded DRAM will play a much larger part in IBM server microprocessors for new SOI
technologies. Etch of a deep trench (DT) into the substrate, which is used to form the …
technologies. Etch of a deep trench (DT) into the substrate, which is used to form the …
The implementation of POWER7TM: A highly parallel and scalable multi-core high-end server processor
D Wendel, R Kalla, R Cargoni, J Clables… - … Solid-State Circuits …, 2010 - ieeexplore.ieee.org
POWER7 TM the next generation processor of the POWER TM family is introduced. The 8-
core chip, supporting 32 threads, is implemented in 45 nm 11 M CMOS SOI. The 32 kB L1 …
core chip, supporting 32 threads, is implemented in 45 nm 11 M CMOS SOI. The 32 kB L1 …