Results 61 to 70 of about 2,079,335 (239)

Predicting User Movements in Heterogeneous Indoor Environments by Reservoir Computing [PDF]

, 2011
Anticipating user localization by making accurate predictions on its indoor movement patterns is a fundamental challenge for achieving higher degrees of personalization and reactivity in smarthome environments.
Bacciu, Davide, P. Barsocchi, Micheli, Alessio, Gallicchio, Claudio, Barsocchi, Paolo, Chessa, Stefano   +5 more
core  

A photonic integrated chip for distinguishing the optical wave packets based on a neural-network

Results in Physics
In this work, we use an optical-neural network to recognize a series of optical triangular and square wave packets. This chip is designed based on the reservoir computing, consisting of the directional couplers, phase shifters, Mach-Zehnder modulators ...
Chu-En Lin, Ya-Fan Chen, Ching-Pao Sun, Chii-Chang Chen   +3 more
doaj   +1 more source

Ultralow‐Power Machine Vision with Self‐Powered Sensor Reservoir

Advanced Science, 2022
A neuromorphic visual system integrating optoelectronic synapses to perform the in‐sensor computing is triggering a revolution due to the reduction of latency and energy consumption.
Jie Lao, Mengge Yan, Bobo Tian, Chunli Jiang, Chunhua Luo, Zhuozhuang Xie, Qiuxiang Zhu, Zhiqiang Bao, Ni Zhong, Xiaodong Tang, Linfeng Sun, Guangjian Wu, Jianlu Wang, Hui Peng, Junhao Chu, Chungang Duan   +15 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

Upscaling the Fabrication of Rod‐Shaped Microgels: A Microfluidic Method Combining Step‐Emulsification With Consecutive Droplet Confinement in Parallelized Microchannels

Advanced Materials, EarlyView.
A microfluidic method is presented which enables parallelized fabrication of rod‐shaped microgels, based on step‐emulsification (SE) droplet generation and subsequent droplet distribution and confinement, combined in a single device. Microgel rods are fabricated in parallel at different flow rates based on two light‐mediated crosslinking chemistries ...
Matthias Mork, Ninon Möhl, Greta Romahn, Laura Klasen, Cédric Bergerbit, Laura De Laporte   +5 more
wiley   +1 more source

Information Processing in Hybrid Photonic Electrical Reservoir Computing [PDF]

Physical Reservoir Computing (PRC) is a recently developed variant of Neuromorphic Computing, where a pertinent physical system effectively projects information encoded in the input signal into a higher-dimensional space.
Yeshaiahu Fainman (3771808), Prabhav Gaur (12481125), Shimon Rubin (6534965), Chengkuan Gao (14408184), Tzu-Chien Hsueh (18309052), Karl Johnson (2640220)   +5 more
core   +3 more sources

Photonic neuromorphic computing: from device classification to system reality

Opto-Electronic Advances
Integrated photonic neural networks promise to relieve the bandwidth, latency and energy limits of electronic artificial-intelligence hardware by computing directly with light.
Lorenzo Pavesi
doaj   +1 more source

Descriptors to Dynamics: A Materials and Device Perspective on in‐Materio Physical Reservoir Computing for Neuromorphic Edge Intelligence

Advanced Materials, EarlyView.
Intrinsic material dynamics are harnessed as computational resources for neuromorphic in‐materio physical reservoir computing. Defects, ionic motion, interfaces, percolation, geometry, and biasing shape transient states that provide fading memory, nonlinearity, and high‐dimensional projection for simple readout. A descriptor‐to‐dynamics framework links
Kshitij RB Singh, Alif Syafiq Kamarol Zaman, Muzhen Xu, Yuki Usami, Saptarshi Das, Hirofumi Tanaka   +5 more
wiley   +1 more source

Selective Laser Sintering and Graphitization for Mono‐Matrix Unibody Fabrication of Integrated Stereo‐Circuit and Stereo‐Fluidic Wearable Electronics

Advanced Materials, EarlyView.
A novel selective laser sintering and graphitization (SLSG) 3D printing technology enables unibody fabrication of compacted insulating structures and conductive circuits in fluidic‐integrated wearable electronics through adaptive photonic modulation.
Li Zhang, Wing Cheung Mak
wiley   +1 more source

Photonic reservoir computing with coupled semiconductor optical amplifiers

, 2008
We propose photonic reservoir computing as a new approach to optical signal processing and it can be used to handle for example large scale pattern recognition. Reservoir computing is a new learning method from the field of machine learning.
Baets, Roel, Bienstman, Peter, Van Campenhout, Jan, Verstraeten, David, Vandoorne, Kristof, David Verstraeten, Benjamin Schrauwen, Wouter Dierckx, Peter Bienstman, Jan Van Campenhout, Schrauwen, Benjamin, Roel Baets, Dierckx, Wouter, Kristof Vandoorne   +13 more
core   +1 more source