Results 221 to 230 of about 35,610 (262)

The architecture of dynamic reservoir in the echo state network

Chaos: An Interdisciplinary Journal of Nonlinear Science, 2012
Echo state network (ESN) has recently attracted increasing interests because of its superior capability in modeling nonlinear dynamic systems. In the conventional echo state network model, its dynamic reservoir (DR) has a random and sparse topology, which is far from the real biological neural networks from both structural and functional perspectives ...
Cui, Hongyan, Liu, Xiang, Li, Lixiang
openaire   +3 more sources

MReC: A Multilayer Photonic Reservoir Computing Architecture

20th International Symposium on Quality Electronic Design (ISQED), 2019
Photonic reservoir computing is a promising paradigm for large-scale classification and prediction problems. However, its single-layer nature is a bottleneck for higher performance and accuracy. This paper proposes MReC, a novel multi-layer photonic reservoir computing architecture made-up of photonic components such as Mach-Zehnder interferometer and ...
Dharanidhar Dhang, Syed Ali Hasnain, Rabi N. Mahapatra   +2 more
openaire   +1 more source

Reservoir Architecture and Tough Gas Reservoir Potential of Fluvial Crevasse-splay Deposits

Proceedings, 2015
Unconventional tough gas reservoirs in low-net-to-gross fluvial stratigraphic intervals may constitute a secondary source of fossil energy to prolong the gas supply in the future. To date, however, production from these thin-bedded, fine-grained reservoirs has been hampered by the economic risks associated with the uncertainties in their geometry ...
Van Toorenenburg, K.A. (author), Donselaar, M.E. (author), Weltje, G.J. (author)   +2 more
openaire   +2 more sources

A Power-Efficient Architecture for On-Chip Reservoir Computing

2019
Reservoir computing is a neuromorphic computing paradigm which is well suited for hardware implementations. In this work, an enhanced reservoir architecture is introduced as to lower the losses and improve mixing behaviour in silicon photonic reservoir computing designs.
Stijn Sackesyn, Chonghuai Ma, Andrew Katumba, Joni Dambre, Peter Bienstman   +4 more
openaire   +1 more source

3D Connectivity and Architecture in Sandstone Reservoirs

Proceedings of International Meeting on Petroleum Engineering, 1992
Abstract Conventional geological modelling of oil and gas fields has in practice been restricted to illustrations on paper. Complex spatial configurations are usually represented as a limited number of 2D maps and cross-sections, perhaps complemented by a conceptual reservoir model in a block diagram.
M. C. Budding, A. H. M. Paardekam, S. J. van Rossem   +2 more
openaire   +1 more source

Seismic Driven Reservoir Characterization: Case Studies of Reservoir Architecture Definition and Reservoir Rock Properties Distribution

Proceedings, 2011
Seismic Driven Reservoir Characterization: Case Studies of Reservoir Architecture Definition and Reservoir Rock Properties ...
G. Gonzales, Y. Boisseau
openaire   +1 more source

FPGA-based Reservoir Computing with Optimized Reservoir Node Architecture

2022 23rd International Symposium on Quality Electronic Design (ISQED), 2022
Chunxiao Lin, Yibin Liang, Yang Yi 0002
openaire   +1 more source

Optimum Optical Architectures for Seismic Reservoir Monitoring

Proceedings of Offshore Technology Conference, 2008
Abstract Fibre-optic seismic sensing systems for permanent seismic reservoir monitoring have received significant recent interest. Such technology offers the benefits of increased reliability and lower through life cost compared to existing systems based on electrical sensors.
alan Strudley, Philip Nash
openaire   +1 more source

Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture

2016
Reservoir computing is a computational framework suited for sequential data processing, consisting of a reservoir part and a readout part. Not only theoretical and numerical studies on reservoir computing but also its implementation with physical devices have attracted much attention.
Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Daiju Nakano, Seiji Takeda, Shigeru Nakagawa, Akira Hirose 0001   +6 more
openaire   +1 more source

Efficient optical architectures for seismic reservoir monitoring

69th EAGE Conference and Exhibition - Workshop Package, 2007
Fibre-optic seismic sensor systems are gaining increased interest in the context of field-wide permanent seismic reservoir monitoring. This interest stems from the expectation of improved reliability and lower through life cost compared to electronic component systems.
A. V. Strudley, P. Nash
openaire   +1 more source