Classification and reconstruction of communication signals based on convolutional neural network by Cai, Zhenmin

“…CNN reduces the calculation of the model effectively and improves the robustness compared with Artificial Neural Network (ANN). This report uses a CNN model to do classification and features extraction on different modulation signals in communication. …”
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Immunotherapy-resistant neuropathic pain and fatigue predict quality-of-life in contactin-associated protein-like 2 antibody disease by Ceronie, B, Strippel, C, Uy, C, Paneva, S, Makuch, M, Soleimani, B, Turaga, S, Binks, S, Ramanathan, S, Michael, S, Varley, J, Easton, A, Themistocleous, A, John Dawes, Bennett, DL, Irani, A, Handel, AE, Irani, SR

“…Further work should study the relative importance of these measures, and the immunopathogenesis underlying intractable symptoms. ANN NEUROL 2025…”

Probabilistic photonic computing with chaotic light by Brückerhoff-Plückelmann, F, Borras, H, Klein, B, Varri, A, Becker, M, Dijkstra, J, Brückerhoff, M, Wright, CD, Salinga, M, Bhaskaran, H, Risse, B, Fröning, H, Pernice, W

“…Artificial neural networks (ANNs), inspired by these biological counterparts, have emerged as powerful tools for deciphering intricate data patterns and making predictions. …”

CLT for linear spectral statistics of normalized sample covariance matrices with the dimension much larger than the sample size by Chen, Binbin, Pan, Guangming

“…Let A = 1/√np(XT X−pIn) where X is a p×n matrix, consisting of independent and identically distributed (i.i.d.) real random variables Xij with mean zero and variance one. …”
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Flexural buckling behaviour and residual strengths of S700 high strength steel circular hollow section columns after exposure to fire by Koh, Alicia

“…The experimental study which includes the furnace tests, material tests, initial global imperfection measurements, and pin-ended column tests was conducted and reported. …”
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3D modelling using digital camera by Chong, Yeow Koon.

“…Some other trial targets that we have done includes fire station, NTU N2 building and a three pin plug. More details will be covered in chapter 2 of this report.…”
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NTU e-bike by Zeng, Wei

“…To support the touchscreen, the expansion board pin configurations are modified according to the schematic connections, also the kernel changed to detect the GPS device, the Éclair system can‟t get GPS information directly since a hardware abstraction layer (HAL) is needed for interacting between the Android framework and the kernel. …”
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CRISPR-DBA: a deep learning framework for uncertainty quantification of CRISPR off-target activities by Cao, X, Minary, P

That mysterious man by Lin, Enyi

“…Xu An is a rookie policeman who is working undercover in the Tang Nightclub as a waiter called Ann. The police suspect that the nightclub is implicated in the drug trade and Zhang Xu, a medicine dealer who is a regular, is involved. …”
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Singapore : the future project cargo hub of Southeast Asia. Part I : project cargo opportunities in Southeast Asia by Rodrigues Shawn Ignatius.

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Competitive strategies for small business in optical pick-up manufacturing by Ge, Guo Zheng, Zhang, Jing

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Tools for analysis of large-scale networks (I) algorithms, analytics and visualization by Zhang, Xinyi

“…This project aimed to continue to work onto the large scaled analyzation tool that is developed by the previous student, Chua Chee Ann. In the previous tool, many basic analytical functions such as data search, topic modelling on the retrieved data and graphic user interface has been implemented successfully. …”
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Learning stock market dynamics using the kinetic ising model by Nguyen, Ai Linh

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Life is uncertain: inherent variability exhibited by organisms, and at higher levels of biological organization by Bull, JW

Analog smart I/O pads by Tan, Shyue Mei.

“…ESD is an increasingly significant problem in integrated circuit design as increasing pin counts and faster circuit speeds compound the need for more and better reliable ESD protection. …”
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Effect of emulsion temperature on physical properties of palm oil‐based margarine by Miskandar, M. S., Che Man, Y. B., Yusoff, M. S. A., Abdul Rahman, R.

“…The emulsion temperatures studied were 40, 45, and 50°C, with other parameters such as emulsion flow rates, tube cooler temperature, and pin rotor speed kept constant. The SFC developed during processing and storage at 28°C was measured to evaluate the quality of margarine. …”
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Fabrication of heat sinks by Selective Laser Melting for convective heat transfer applications by Wong, Kin Keong, Ho, Jin Yao, Leong, Kai Choong, Wong, Teck Neng

“…Three heat sinks comprising pin fins of circular, rectangular-rounded and aerofoil geometries were fabricated by SLM from aluminium alloy AlSi10Mg powder. …”
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A Novel MIMO antenna integrated with a solar panel and employing AI-equalization for 5G wireless communication networks by Hussein, Humam, Elmunim, Nouf Abd, Atasoy, Ferhat, Virdee, Bal Singh, Elwi, Taha A., Rashid, Nasr, Jayanthi, Renu Karthick Rajaguru, Alibakhshikenari, Mohammad, Limiti, Ernesto

“…We demonstrate that the directivity of this antenna array can be precisely electronically reconfigured using PIN diode switches. Additionally, we show the feasibility of integrating solar panels with the proposed MIMO antenna array. …”
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Stochastic boundary conditions for molecular dynamics simulations. by Suen, Whei Yeap.

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Part III Singapore : the future project cargo hub of Southeast Asia by Heng, Yi Quan.

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