Zobrazeno 1 - 10
of 393
pro vyhledávání: '"George A. Constantinides"'
Autor:
Dovydas Joksas, Erwei Wang, Nikolaos Barmpatsalos, Wing H. Ng, Anthony J. Kenyon, George A. Constantinides, Adnan Mehonic
Publikováno v:
Advanced Science, Vol 9, Iss 17, Pp n/a-n/a (2022)
Abstract Recent years have seen a rapid rise of artificial neural networks being employed in a number of cognitive tasks. The ever‐increasing computing requirements of these structures have contributed to a desire for novel technologies and paradig
Externí odkaz:
https://doaj.org/article/0797a647837e4a4a9661556410e519cd
Autor:
John Wickerson, Jianyi Cheng, George A. Constantinides, Jason H. Anderson, Shane T. Fleming, Yu Ting Chen
Publikováno v:
IEEE Transactions on Computers. 71:933-946
High-level synthesis (HLS) is an increasingly popular method for generating hardware from a description written in a software language like C/C++. Traditionally, HLS tools have operated on sequential code, however in recent years there has been a dri
Publikováno v:
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 41:628-641
A central task in high-level synthesis is scheduling: the allocation of operations to clock cycles. The classic approach to scheduling is static, in which each operation is mapped to a clock cycle at compile-time, but recent years have seen the emerg
Autor:
Erwei Wang, Marie Auffret, Georgios-Ilias Stavrou, Peter Y. K. Cheung, George A. Constantinides, Mohamed S. Abdelfattah, James J. Davis
FPGA-specific DNN architectures using the native LUTs as independently trainable inference operators have been shown to achieve favorable area-accuracy and energy-accuracy tradeoffs. The first work in this area, LUTNet, exhibited state-of-the-art per
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b4cf6d3ba35d01c6dcd5ea66bdfda710
http://hdl.handle.net/10044/1/103101
http://hdl.handle.net/10044/1/103101
Publikováno v:
IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
Applications ranging from the Internet of Things (IoT) to high-performance computing demand energy-efficient hardware for processing and storage. Reducing computation accuracy has shown the potential to achieve high energy efficiency in hardware impl
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b7bed648c943655665194acffa910c9c
http://hdl.handle.net/10044/1/104863
http://hdl.handle.net/10044/1/104863
Publikováno v:
Li, H, Mcinerney, I, Davis, J J & Constantinides, G A 2021, ' Digit Stability Inference for Iterative Methods Using Redundant Number Representation ', IEEE Transactions on Computers, vol. 70, no. 7, pp. 1074-1080 . https://doi.org/10.1109/TC.2020.3003529
In our recent work on iterative computation in hardware, we showed that arbitrary-precision solvers can perform more favourably than their traditional arithmetic equivalents when the latter’s precisions are either under- or over-budgeted for the so
Publikováno v:
International Conference on Field Programmable Logic and Applications
A recent theme in HLS research is the production of dynamically scheduled circuits, which are made up of components that use handshaking to schedule themselves at run time, as opposed to following a schedule determined statically at compile time. Dyn
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::900156b9ff1f7f85ed0c6826a96e7c04
http://hdl.handle.net/10044/1/98599
http://hdl.handle.net/10044/1/98599
Autor:
Anisha Ghosh, George M Constantinides
Publikováno v:
The Review of Asset Pricing Studies. 11:837-885
The market price-dividend ratio is highly correlated with several macroeconomic variables, particularly inflation and labor market variables, but not with aggregate consumption and GDP. We incorporate this observation in an exchange economy with lear
Autor:
George M. Constantinides, Lei Lian
Publikováno v:
Critical Finance Review. 10:1-20
We model the supply of at-the-money (ATM) and out-of-the-money (OTM) S&P 500 index put options by risk-averse market makers (MMs) and their demand by risk-averse customers who hold the index and a risk free asset and buy puts as downside-risk protect
Publikováno v:
Critical Finance Review. 10:57-63