Self-Assembly of a Biologically Plausible Learning Circuit by Liao, Qianli, Ziyin, Liu, Gan, Yulu, Cheung, Brian, Harnett, Mark, Poggio, Tomaso

“…Over the last four decades, the amazing success of deep learning has been driven by the use of Stochastic Gradient Descent (SGD) as the main optimization technique. …”
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Graphene-based materials for energy conversion by Sahoo, Nanda Gopal, Pan, Yongzheng, Li, Lin, Chan, Siew Hwa

“…Recently, the fabrication of fuel cells and solar cells using graphene for various functional parts has been studied extensively. This research news summarizes and compares the advancements that have been made and are in progress in the utilization of graphene-based materials for energy conversion.…”
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Exponentially weighted moving average control charts for monitoring increases in Poisson rate by Shu, Lianjie, Jiang, Wei, Wu, Zhang

“…The Exponentially Weighted Moving Average (EWMA) control chart has been widely studied as a tool for monitoring normal processes due to its simplicity and efficiency. …”
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A comparison between the use of interactional strategies by native Japanese and Singaporean Japanese speakers by Tan, Jia Xuan

“…Although features of Japanese communication have gathered a lot of interest, there has been little research done on the use of these features in an intercultural situation, especially by non-native speakers of Japanese. …”
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Keyword and named entity recognition on emergency call texts by Hu, Wanyu

“…This report summarizes the work that has been done in the Final Year Project on the topic Keyword and Named Entity Recognition on Emergency Call Texts. …”
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JustGivit by Sam, Jian Shen

“…Waste has always been a prominent problem to solve with the limited land of Singapore. …”
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A high-performance electric motor drive for automated ground vehicle by Cheong, Joon Fai

“…The purpose of this final report is to provide an overview of what has been done for the project. This report consists of the introduction, literature review, work conducted, future implementation and conclusion of this project. …”
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Prose rhythm in the translation of Jin Yong by Teo, Kai Xin

“…Yet, insufficient attention has been given to the intricacies of his language and the techniques he used to create rhythmicity (Li, 2007). …”
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Tradition is young by Lee, Joel Wen Peng

“…A series of new flavours would also be introduced to give kueh's a fresh experience in contrast to the flavours which we have been used to.…”
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Evaluation of the user/operator fatigue using eye-tracking with machine learning algorithm by Ammar Maruf Aduka

“…The study of fatigue through eye tracking has been an intriguing topic done by researchers from many parts of the world. …”
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China's changing trade pattern by Ren, Li

“…In recent years, the rapid expansion of China’s trade surplus has been a key development in the global economy. According to China’s customs statistics, the trade surplus amounted to a mere 32 billion US dollars in 2004. …”
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Experimental investigation of multiclass 3D point cloud completion by Lee, Benedict Wei Zheng

“…While numerous solutions have been proposed to tackle these challenges, there have been fewer attempts at taking a multiclass approach for completing point clouds. …”
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Graphene-based terahertz sensor by Chong, Bei En

“…One terahertz technique, known as terahertz spectroscopy has been introduced and applied in various fields from agriculture to aerospace. …”
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Evolution of maritime logistics in the age of supply chain management by Foo, Heng Aik.

“…Three case studies have been done to evaluate the current strategies of ocean carriers. …”
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Research and comparison of deepfake audio detection algorithms by Mo, Fei

“…In recent years, there have been more and more researches on deep learning, and many important advances have been made, artificially synthesized pronunciations are getting closer and closer to real human speech. …”
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Analysis of fast frequency response of energy storage system-based by Heng, Hong Xun

“…Throughout the FYP period, simplified advanced controllers for ESS have been modelled and their effectiveness have been validated and analyzed by the model. …”
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Modelling and control of isolated wind turbines by Sampath Kumar Praveen.

“…As for the second part a detailed close loop control technique to provide good voltage and frequency control has been worked out. All major components involved in the control technique has been configured and tested. …”
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Laser assisted micro patterning atop shape memory polymer by Goh, Chee Siew.

“…The SME has been used in many positive aspects in the field. …”
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Heparin potentiates TGF-β1-mediated phosphorylation of SMAD2 during chondrogenesis. by Liew, Pui Khuan.

“…A novel treatment strategy involving the administration of exogenous glycosaminoglycans, specifically heparin and heparan sulfate (HS), to enhance transforming growth factor (TGF)-β1-mediated chondrogenesis in MSCs has been proposed to treat cartilage defects. Yet, the functional interaction between heparin/HS and TGF-β1 has not been established. …”
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Smelling out another cinema. by Sim, Jiaying.

“…These questions are essential to the exploration of another approach to cinema where the audio-visual senses have been ostensibly favoured. This essay addresses the uncertainties raised towards an olfactory cinema by close analyses of two films which draw our focus to smells: Perfume: The Story of a Murderer (2006), directed by Tom Tykwer, and Polyester (1981), directed by John Waters to suggest that even without the physicality of smells, smell has never been a sensorial experience that was out of reach in cinema. …”
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