A survey of coarse-grained reconfigurable architecture and design: Taxonomy, challenges, and applications
As general-purpose processors have hit the power wall and chip fabrication cost escalates
alarmingly, coarse-grained reconfigurable architectures (CGRAs) are attracting increasing …
alarmingly, coarse-grained reconfigurable architectures (CGRAs) are attracting increasing …
[HTML][HTML] Progress in neuromorphic photonics
As society's appetite for information continues to grow, so does our need to process this
information with increasing speed and versatility. Many believe that the one-size-fits-all …
information with increasing speed and versatility. Many believe that the one-size-fits-all …
Chasing carbon: The elusive environmental footprint of computing
Given recent algorithm, software, and hardware innovation, computing has enabled a
plethora of new applications. As computing becomes increasingly ubiquitous, however, so …
plethora of new applications. As computing becomes increasingly ubiquitous, however, so …
The end of moore's law: A new beginning for information technology
The insights contained in Gordon Moore's now famous 1965 and 1975 papers have broadly
guided the development of semiconductor electronics for over 50 years. However, the field …
guided the development of semiconductor electronics for over 50 years. However, the field …
Photonic multiply-accumulate operations for neural networks
It has long been known that photonic communication can alleviate the data movement
bottlenecks that plague conventional microelectronic processors. More recently, there has …
bottlenecks that plague conventional microelectronic processors. More recently, there has …
Probabilistic neural computing with stochastic devices
S Misra, LC Bland, SG Cardwell… - Advanced …, 2023 - Wiley Online Library
The brain has effectively proven a powerful inspiration for the development of computing
architectures in which processing is tightly integrated with memory, communication is event …
architectures in which processing is tightly integrated with memory, communication is event …
Aladdin: A pre-rtl, power-performance accelerator simulator enabling large design space exploration of customized architectures
Hardware specialization, in the form of accelerators that provide custom datapath and
control for specific algorithms and applications, promises impressive performance and …
control for specific algorithms and applications, promises impressive performance and …
Architecture exploration for ambient energy harvesting nonvolatile processors
Energy harvesting has been widely investigated as a promising method of providing power
for ultra-low-power applications. Such energy sources include solar energy, radio-frequency …
for ultra-low-power applications. Such energy sources include solar energy, radio-frequency …
DeepMaker: A multi-objective optimization framework for deep neural networks in embedded systems
Abstract Deep Neural Networks (DNNs) are compute-intensive learning models with
growing applicability in a wide range of domains. Due to their computational complexity …
growing applicability in a wide range of domains. Due to their computational complexity …
Near-memory computing: Past, present, and future
The conventional approach of moving data to the CPU for computation has become a
significant performance bottleneck for emerging scale-out data-intensive applications due to …
significant performance bottleneck for emerging scale-out data-intensive applications due to …