Limits on fundamental limits to computation
IL Markov - Nature, 2014 - nature.com
An indispensable part of our personal and working lives, computing has also become
essential to industries and governments. Steady improvements in computer hardware have …
essential to industries and governments. Steady improvements in computer hardware have …
Pushing the level of abstraction of digital system design: A survey on how to program fpgas
Field Programmable Gate Arrays (FPGAs) are spatial architectures with a heterogeneous
reconfigurable fabric. They are state-of-the-art for prototyping, telecommunications …
reconfigurable fabric. They are state-of-the-art for prototyping, telecommunications …
Domain-specific hardware accelerators
Domain-specific hardware accelerators Page 1 48 COMMUNICATIONS OF THE ACM | JULY
2020 | VOL. 63 | NO. 7 contributed articles FROM THE SIMPLE embedded processor in your …
2020 | VOL. 63 | NO. 7 contributed articles FROM THE SIMPLE embedded processor in your …
High-level synthesis for FPGAs: From prototyping to deployment
Escalating system-on-chip design complexity is pushing the design community to raise the
level of abstraction beyond register transfer level. Despite the unsuccessful adoptions of …
level of abstraction beyond register transfer level. Despite the unsuccessful adoptions of …
Convolution engine: balancing efficiency & flexibility in specialized computing
This paper focuses on the trade-off between flexibility and efficiency in specialized
computing. We observe that specialized units achieve most of their efficiency gains by tuning …
computing. We observe that specialized units achieve most of their efficiency gains by tuning …
COMBA: A comprehensive model-based analysis framework for high level synthesis of real applications
High Level Synthesis (HLS) relies on the use of synthesis pragmas to generate digital
designs meeting a set of specifications. However, the selection of a set of pragmas depends …
designs meeting a set of specifications. However, the selection of a set of pragmas depends …
Residue number systems: A new paradigm to datapath optimization for low-power and high-performance digital signal processing applications
CH Chang, AS Molahosseini… - IEEE circuits and …, 2015 - ieeexplore.ieee.org
Residue Number System (RNS) is a non-weighted number system which was proposed by
Garner back in 1959 to achieve fast implementation of addition, subtraction and …
Garner back in 1959 to achieve fast implementation of addition, subtraction and …
FPDeep: Acceleration and load balancing of CNN training on FPGA clusters
FPGA-based CNN accelerators have advantages in flexibility and power efficiency and so
are being deployed by a number of cloud computing service providers, including Microsoft …
are being deployed by a number of cloud computing service providers, including Microsoft …
mrFPGA: A novel FPGA architecture with memristor-based reconfiguration
In this paper, we introduce a novel FPGA architecture with memristor-based reconfiguration
(mrFPGA). The proposed architecture is based on the existing CMOS-compatible memristor …
(mrFPGA). The proposed architecture is based on the existing CMOS-compatible memristor …
The case for FPGA-based edge computing
Edge Computing has emerged as a new computing paradigm dedicated for mobile
performance enhancement and energy efficiency purposes. Specifically, it benefits today's …
performance enhancement and energy efficiency purposes. Specifically, it benefits today's …