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21
Robustness to training disturbances in SpikeProp Learning
Published 2020“…Stability is a key issue during spiking neural network training using SpikeProp. The inherent nonlinearity of Spiking Neuron means that the learning manifold changes abruptly; therefore, we need to carefully choose the learning steps at every instance. …”
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Journal Article -
22
A spiking neural network for pattern recognition
Published 2020Get full text
Final Year Project (FYP) -
23
Impact of spike anneal on ultra shallow junction formation
Published 2008“…This report explains the need for ultra shallow junctions for modern day CMOS devices, how spike anneal can help achieve this, reviews the important parameters if this process and how these parameters affect the performances of the CMOS transistors.…”
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Thesis -
24
Automated spike detection using cascade of simple classifiers
Published 2016“…The infinite variety of spike morphologies and the similarity of spikes to normal EEG and artifacts also make the detection of spikes difficult. …”
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Thesis -
25
Such is life
Published 2017“…Director's film-making, planning and decision process written with full scene breakdowns pertaining to his Final Year Project "Such Is Life" Short film…”
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Final Year Project (FYP) -
26
In situ cross-linked carboxymethyl cellulose-polyethylene glycol binder for improving the long-term cycle life of silicon anodes in Li ion batteries
Published 2021“…Here, we report an in situ cross-linked carboxymethyl cellulose-polyethylene glycol (CMC-PEG) binder and its application to the silicon anode to improve cycle life. …”
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Journal Article -
27
Bayesian lesion estimation with a structured spike-and-slab prior
Published 2024“…The use of mean-field variational inference with dynamic posterior exploration, which is an annealing-like strategy that improves optimization, allows our method to scale to large sample sizes. …”
Journal article -
28
Designing a spiking neural network system for object recognition
Published 2022“…Widely touted as the 3rd generation of neural networks, Spiking Neural Networks were introduced as an enhanced representation of working memory. …”
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Final Year Project (FYP) -
29
Dissipative solitons with extreme spikes in the normal and anomalous dispersion regimes
Published 2022“…In this paper, one recent example is considered—dissipative solitons with extreme spikes (DSESs). It was found that DSESs exist in large regions of the parameter space of the complex cubic–quintic Ginzburg–Landau equation. …”
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Journal Article -
30
Walking like trees
Published 2017“…Walking Like Trees was a year-long exploration of storytelling through the juxtaposition of text and image within the medium of the printed graphic novel. …”
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Final Year Project (FYP) -
31
Unit-linked policies in Singapore
Published 2014“…In recent years, unit-linked products have gained popularity in the life industry. …”
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Final Year Project (FYP) -
32
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33
On the link upgrade problem for networks
Published 2008“…In this thesis, we study the link upgrade problem and examine some existing heuristic algorithms that have been proposed for this problem, implements and evaluate the performance of these algorithms. …”
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Thesis -
34
"Work-in-Life" : reconsidering work-life balance in Singapore
Published 2016“…This study examines how organizational control affects employees’ perception of work-life boundaries. The objective of this research is to provide insights on employees’ lived experiences and to reconsider the work-life balance debates. …”
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Final Year Project (FYP) -
35
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36
Life with dyslexia
Published 2014“…“Life with Dyslexia” is an interactive website which uses the platform of the web to raise the awareness of dyslexia. …”
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Final Year Project (FYP) -
37
FPGA implementation of spiking convolutional neural networks for voice keyword recognition
Published 2021“…The spiking convolutional neural network (SCNN) is a hybrid model of both the spiking neural network (SNN) and convolutional neural network (CNN). …”
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Final Year Project (FYP) -
38
Life satisfaction and work-life balance: the complexities of gender patterning
Published 2024“…Moreover, men were as likely as women to point to the arrival of children as a key ‘fateful moment’ for re-evaluating their own work–life balance. …”
Journal article -
39
Current state-of-the-art of non-reverse osmosis-like forward osmosis technology
Published 2024“…Membrane technologists have therefore diversified their focus into non-RO-like FO technologies, particularly membranes resembling nanofiltration (NF)-like FO and ultrafiltration (UF)-like FO selective layers. …”
Article -
40
Principles : Life and Work /
Published 2017“…In Principles, Dalio shares what he's learned over the course of his remarkable career. He argues that life, management, economics, and investing can all be systemized into rules and understood like machines. …”
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