Results 61 to 70 of about 21,729 (293)

Enhancing the performance of quantum reservoir computing and solving the time-complexity problem by artificial memory restriction

Physical Review Research
We propose a scheme that can enhance the performance and reduce the computational cost of quantum reservoir computing. Quantum reservoir computing is a computing approach which aims at utilizing the complexity and high dimensionality of small quantum ...
Saud Čindrak, Brecht Donvil, Kathy Lüdge, Lina Jaurigue   +3 more
doaj   +1 more source

Novel nondelay-based reservoir computing with a single micromechanical nonlinear resonator for high-efficiency information processing

Microsystems & Nanoengineering, 2021
Reservoir computing is a potential neuromorphic paradigm for promoting future disruptive applications in the era of the Internet of Things, owing to its well-known low training cost and compatibility with hardware. It has been successfully implemented by
Jie Sun, Wuhao Yang, Tianyi Zheng, Xingyin Xiong, Yunfei Liu, Zheng Wang, Zhitian Li, Xudong Zou   +7 more
doaj   +1 more source

A light‐triggered Time‐Resolved X‐ray Solution Scattering (TR‐XSS) workflow with application to protein conformational dynamics

FEBS Open Bio, EarlyView.
Time‐resolved X‐ray solution scattering captures how proteins change shape in real time under near‐native conditions. This article presents a practical workflow for light‐triggered TR‐XSS experiments, from data collection to structural refinement. Using a calcium‐transporting membrane protein as an example, the approach can be broadly applied to study ...
Fatemeh Sabzian‐Molaei, Fredrik Orädd, Konstantinos Magkakis, Magnus Andersson   +3 more
wiley   +1 more source

Molecules, semiconductors, light and information: Towards future sensing and computing paradigms [PDF]

, 2018
Over the last few years we have witnessed a great progress in the research devoted to unconventional computing - an unorthodox approach to information handling.
Podborska, Agnieszka,, Wlazlak, Ewelina,, Athanasiou, Vasileios,, Konrad Szaciłowski, Pilarczyk, Kacper,, Pilarczyk, Kacper, Przyczyna, Dawid, Agnieszka Podborska, Dawid Przyczyna, Kacper Pilarczyk, Podborska, Agnieszka, Blachecki, Andrzej,, Andrzej Blachecki, Przyczyna, Dawid,, Wlazlak, Ewelina, Konkoli, Zoran, Ewelina Wlaźlak, Szacilowski, Konrad,, Konkoli, Zoran,, Athanasiou, Vasileios, Zoran Konkoli, Blachecki, Andrzej, Vasileios Anathasiou, Szacilowski, Konrad   +23 more
core   +1 more source

A Note on Noisy Reservoir Computation

CoRR, 2023
In this note we extend the definition of the Information Processing Capacity (IPC) by Dambre et al [1] to include the effects of stochastic reservoir dynamics. We quantify the degradation of the IPC in the presence of this noise. [1] Dambre et al. Scientific Reports 2, 514, (2012)
Anthony M. Polloreno, Reuben R. W. Wang, Nikolas A. Tezak   +2 more
openaire   +2 more sources

UiO‐66 metal–organic frameworks in biomedicine: From structural tunability to bioimaging, photodiagnostics, and photodynamic cancer therapy

FEBS Open Bio, EarlyView.
UiO‐66(Zr) metal–organic frameworks are chemically stable, biocompatible, and highly tunable nanomaterials. Their modular structure enables controlled drug delivery, multimodal bioimaging, and light‐activated photodynamic therapy, supporting integrated diagnostic and therapeutic (theranostic) applications in cancer and biomedical research.
Veronika Huntošová, Grigorii Rakhalskii, Miroslav Almáši   +2 more
wiley   +1 more source

Band-pass reservoir computing [PDF]

, 2008
Many applications of Reservoir Computing (and other signal processing techniques) have to deal with information processing of signals with multiple time-scales. Classical Reservoir Computing approaches can only cope with multiple frequencies to a limited
wyffels, Francis, Verstraeten, David, Dirk Stroobandt, Francis Wyffels, Stroobandt, Dirk, Schrauwen, Benjamin, David Verstraeten, Benjamin Schrauwen   +7 more
core   +1 more source

Towards mixed physical node reservoir computing: light-emitting synaptic reservoir system with dual photoelectric output

Light: Science & Applications
Memristor-based physical reservoir computing holds significant potential for efficiently processing complex spatiotemporal data, which is crucial for advancing artificial intelligence.
Minrui Lian, Changsong Gao, Zhenyuan Lin, Liuting Shan, Cong Chen, Yi Zou, Enping Cheng, Changfei Liu, Tailiang Guo, Wei Chen, Huipeng Chen   +10 more
doaj   +1 more source

Experimental Demonstration of High‐Performance Physical Reservoir Computing with Nonlinear Interfered Spin Wave Multidetection

Advanced Intelligent Systems, 2023
Physical reservoir computing, which is a promising method for the implementation of highly efficient artificial intelligence devices, requires a physical system with nonlinearity, fading memory, and the ability to map in high dimensions.
Wataru Namiki, Daiki Nishioka, Yu Yamaguchi, Takashi Tsuchiya, Tohru Higuchi, Kazuya Terabe   +5 more
doaj   +1 more source

Importin 7 mediates the nuclear import of HIV‐1 integrase via a specific interacting interface

FEBS Open Bio, EarlyView.
HIV‐1 integrase enables viral DNA integration into the host genome. By binding to the core domain of the host protein Importin 7 via its C‐terminal domain, the integrase is transported across the nuclear membrane into the nucleus, where integration of the viral genome into host DNA takes place. This translocation is a critical step for subsequent viral
Juana Bana, Avigail Yariv, Tal Oppenheim, Hadar Amartely, Dana Reichmann, Oded Livnah   +5 more
wiley   +1 more source