Results 141 to 150 of about 1,942,647 (283)

Emerging opportunities and challenges for the future of reservoir computing

Nature Communications
Reservoir computing originates in the early 2000s, the core idea being to utilize dynamical systems as reservoirs (nonlinear generalizations of standard bases) to adaptively learn spatiotemporal features and hidden patterns in complex time series.
Min Yan, Can Huang, Peter Bienstman, Peter Tino, Wei Lin, Jie Sun   +5 more
doaj   +1 more source

From analogy-making to modelling : the history of analog computing as a modelling technology [PDF]

Today, modern computers are based on digital technology. However, during the decades after 1940, digital computers were complemented by the separate technology of analog computing.
Care, Charles
core  

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

, 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

Microfluidic Engineering of Microgels: A Review of Emerging Technologies, Materials, Fabrication Strategies, and Applications

Advanced Healthcare Materials, EarlyView.
Recent advances in microfluidic technologies for microgel fabrication are critically reviewed, highlighting the capabilities and limitations of major microfluidic platforms and discussing how platform design, material selection, and crosslinking strategies influence microgel architecture and functionality. Current challenges and future opportunities in
Afshin Abrishamkar, Laura Neely, Cynthia Pham, Nada Ibrahim, Alexis Larios‐Cervantes, Ben A. Kertesz, Todd Hoare   +6 more
wiley   +1 more source

Programmable memtransistor array with temporal dynamics modulation for efficient time-series data processing

Nature Communications
Hardware-based reservoir computing systems promise energy-efficient time-series data processing. However, their non-adjustable temporal dynamics at the hardware level limit multiscale feature extraction and computing capacity.
Dae-won Kim, Yoonho Cho, Seokho Seo, Yujin Kim, See-On Park, Taehwan Jang, Chaebin Park, Young Taek Oh, Jae-Duk Lee, Shinhyun Choi   +9 more
doaj   +1 more source

Neuromorphic Electronics for Intelligence Everywhere: Emerging Devices, Flexible Platforms, and Scalable System Architectures

Advanced Materials, EarlyView.
The perspective presents an integrated view of neuromorphic technologies, from device physics to real‐time applicability, while highlighting the necessity of full‐stack co‐optimization. By outlining practical hardware‐level strategies to exploit device behavior and mitigate non‐idealities, it shows pathways for building efficient, scalable, and ...
Kapil Bhardwaj, Roshni Satheesh Babu, Yuxin Xia, Eva Bestelink, Radu Sporea, Nikos Hastas, Ioannis Zeimpekis, Dimitra G. Georgiadou, Sayani Majumdar   +8 more
wiley   +1 more source

3D-integrated multilayered physical reservoir array for learning and forecasting time-series information

Nature Communications
A wide reservoir computing system is an advanced architecture composed of multiple reservoir layers in parallel, which enables more complex and diverse internal dynamics for multiple time-series information processing.
Sanghyeon Choi, Jaeho Shin, Gwanyeong Park, Jung Sun Eo, Jingon Jang, J. Joshua Yang, Gunuk Wang   +6 more
doaj   +1 more source

Hydrogel‐Based Airway‐on‐Tube With Perfusable Endothelial Lumen and Outward Epithelialization

Advanced Materials, EarlyView.
A hydrogel‐based airway‐on‐tube platform featuring a perfusable endothelial lumen and outward epithelialization is presented. The system supports primary human bronchial epithelial and lung microvascular endothelial coculture under air‐liquid interface conditions.
Ali Doryab, Jack F. Murphy, Michael Bartolf‐Kopp, Jenny C‐C Hsin, Alice Chernaik, Frank McCaughan, Yan Yan Shery Huang, Tomasz Jungst, Jürgen Groll   +8 more
wiley   +1 more source

Why Is the Mechanism Underlying the Chiral‐Induced Selectivity Effect Still Challenging?

Advanced Materials, EarlyView.
The chiral‐induced spin selectivity (CISS) effect is observed in many experimental configurations and for different materials. However, there are theoretical challenges in attempting to explain those results. A qualitative framework for explaining all the results is presented.
Ron Naaman, Yossi Paltiel
wiley   +1 more source

Cognitive state analysis based on EEG using chaotic reservoir computing

Journal of King Saud University: Computer and Information Sciences
The reliable classification and detection of mental fatigue and sleep states are crucial for cognitive state monitoring systems. In this study, it is proposed to classify pre-processed open-access electroencephalogram (EEG) data using Chaotic Reservoir ...
Bilal Ogras, Muhittin Bayram
doaj   +1 more source