In this chapter, we review the basic characteristics of MEG signals, give a short review on traditional approaches to suppress noise, and describe some examples of modern noise reduction methods. Specifically, we emphasize the usefulness ofadvanced mathematical algorithms applied on the multichannel MEG...
We report a new computed tomography reconstruction method, named quantisation units reconstruction technique (QURT), applicable to electron and other fields of tomography. Conventional electron tomography methods such as filtered back projection, weighte
Combining signal-adapted filter banks and the traditional thresholding technique, an efficient noise reduction method is presented. Experimental results show that the novel method achieves larger improvement of SNR than the standard filter banks methods at the same filter length. 展开 关键词: signal-...
Additionally, pre-defined models employed in traditional methods may struggle to adapt to the diverse range of appliances and energy consumption patterns encountered in various residential environments. Another significant challenge relates to data quality and noise. Traditional methods are highly sensitive ...
4.3. Classification of ship-radiation noise To further analyze the separability of the four methods, these characteristic parameters are sent to the SOM classifier. The first 10 data and last 20 data are regarded as the training samples and the testing samples, respectively. The classification resul...
To testify the effectiveness and robustness of TNNL, we conduct experiments on two benchmark face image databases for low dimensional feature extraction. The experimental results show that TNNL is better than the existing methods. 展开 关键词: Dimensionality reduction (DR) Image feature extraction ...
Balanced model reduction via the proper orthogonal decomposition. AIAA J. 40, 2323–2330 (2002). Article ADS Google Scholar Kunisch, K. & Volkwein, S. Galerkin proper orthogonal decomposition methods for a general equation in fluid dynamics. SIAM J. Numer. Anal. 40, 492–515 (2002). ...
Methods 方法 Study design 学习规划 We conducted a two-part, randomised, phase 1b trial in the USA. Part A of the trial was a multiple ascending-dose study in patients with stable schizophrenia to evaluate the safety and tolerability of five doses of emraclidine. Part B was a randomised,...
results interpretation and manuscript preparation. T.T.G. collaborated in the review of code design and implementation, I.R.V. collaborated in the methods defined for drug-likeness analysis. I.R.V. and T.T.G. collaborated in the analysis and interpretation of results, and review the manuscrip...
Since cancer is one of the most fateful diseases worldwide, various treatment methods have been explored to cure this disease. Photothermal therapy, an emerging approach, gives rise to a hyperthermia induced by photothermal agents and thus leads to the death of cancer cells. However, to overcome...