A5076425931- Neural Networks and Reservoir Computing
- Advanced Fiber Laser Technologies
- Photonic and Optical Devices
- Photoreceptor and optogenetics research
- Advanced Memory and Neural Computing
- Vagus Nerve Stimulation Research
- Neuroscience and Neural Engineering
- Power System Reliability and Maintenance
- Optical Network Technologies
- Job Satisfaction and Organizational Behavior
- Reliability and Maintenance Optimization
- Electric Vehicles and Infrastructure
- Solar Radiation and Photovoltaics
- Wind Energy Research and Development
- Energy Load and Power Forecasting
- Employer Branding and e-HRM
Wuhan National Laboratory for Optoelectronics
2023
Huazhong University of Science and Technology
2023
Rensselaer Polytechnic Institute
2021-2023
State Grid Corporation of China (China)
2022
Shaanxi Normal University
2018
Abstract Autonomic imbalance is an important characteristic of patients after myocardial infarction (MI) and adversely contributes to post‐MI cardiac remodeling ventricular arrhythmias (VAs). A previous study proved that optogenetic modulation could precisely inhibit sympathetic hyperactivity prevent acute ischemia‐induced VAs. Here, a wireless self‐powered system introduced, which achieves long‐term precise neuromodulation in ambulatory canines. The optical based on triboelectric...
Abstract Respiration induced motion is a well-recognized challenge in many clinical practices including upper body imaging, lung tumor tracking and radiation therapy. In this work, we present recurrent neural network algorithm that was implemented photonic delay-line reservoir computer (RC) for real-time respiratory prediction. The signals are quasi-periodic waveforms subject to variety of non-linear distortions. demonstrated the first time RC can be effective predicting short medium range...
Abstract Reservoir computing (RC) is one kind of neuromorphic mainly applied to process sequential data such as time-dependent signals. In this paper, the bifurcation diagram a photonic time-delay RC system thoroughly studied, and method dynamics guided hardware hyperparameter optimization presented. The time-evolution equation expressed by parameters established while intrinsic quantitively studied. Bifurcation based offers simple yet effective approach in setting that aims reduce...
Wireless Self-Powered Optogenetic System In article number 2205551, Xiaoya Zhou, Hong Jiang, Lilei Yu, and co-workers introduce a wireless self-powered optogenetic modulation system with which long-term precise cardiac neuromodulation are achieved the post-MI heart is protected. These findings can be symbolized as mythical story of Pilgrimage to West, in Incantation for Golden Hoop kept Monkey King under control obtained precious scriptures.
Due to their advantages over onshore wind farms, such as higher average speeds and less land occupation, the development of large-scale offshore farms (OWFs) has generated a lot attention. In order take into consideration effects collecting system component failure well seasonal variations in speed, model based on Markov chain Monte Carlo (MCMC) method for OWF dependability evaluation is created this study. Then, K-means clustering used separate historical speed data several states. By...
In order to develop an employee perception of being trusted scale based on our cultural background ,in-depth interviews with seven state-owned enterprises and six privatelyowned enterprise personnel; using the grounded theory construct a structural model employees' trusted; exploratory factor analysis confirmatory were used scale; which ultimately established three dimensions competence recognition, establishment intimate relationships, leadership support.The theoretical was verified...
Abstract The application of reservoir computing (RC) is for the first time studied in a class forecasting tasks which signals are under random physical perturbations, meaning that data-baring waveform distortions versatile, and process not repeatable. Tumor movement caused by respiratory motion such problem real-time prediction tumor required clinical radiotherapy. In this work, true-time delay (TTD) respiration monitor based on photonic RC with adjustable nodes connection developed...