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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) -
22
Investigating Fine-Tuning of Language Models for Multiple-Choice Questions
Published 2024“…We specifically investigate training data properties related to positional bias in fine-tuned language model performance on correctly answering MCQs. …”
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Thesis -
23
Fabrication of fine features using digital light processing stereolithography
Published 2015“…Thus, this project was developed with the objectives to: 1. reduce production cost of Stereolithography by optimizing low end commercial Stereolithography system – ASIGA Freeform Pico 39 Plus such that it is able to print fine features 2. explore effective and convenient post processing step such that it is able to reduce material wastage and at the same time further shorten production lead time The parameter study conducted revealed that every layer thickness has a specific optimal exposure time such that the layers could be printed just fine, with minimal compromise of the internal features’ accuracy. …”
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Final Year Project (FYP) -
24
Investigating fine-tuning of large language models for text summarisation
Published 2024“…The limited performance increase from the fine-tuned models was likely due to small datasets and medium-sized LLMs. …”
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Conference or Workshop Item -
25
Visual analytics for fine-grained text classification models and datasets
Published 2024“…In natural language processing (NLP), text classification tasks are increasingly fine-grained, as datasets are fragmented into a larger number of classes that are more difficult to differentiate from one another. …”
Journal article -
26
A review on substitution of natural sand with granite fines in sustainable concrete
Published 2023Subjects: Get full text
Journal Article -
27
Ultra-fine bainite in medium-carbon high-silicon bainitic steel
Published 2024“…%C ultra-fine bainitic steel is through austenitization at 1000 °C and austempering at 340 °C.…”
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Journal Article -
28
Effects of lumbar support to reduce discomfort during prolonged riding among motocyclists
Published 2015Subjects: Get full text
Thesis -
29
Bio-inspired categorization using event-driven feature extraction and spike-based learning
Published 2014“…Bio-inspired, cortex-like, spikebased features are obtained through event-driven convolution and neural competition. The extracted spike feature patterns are then classified by a network of leaky integrate-and-fire (LIF) spiking neurons, in which the weights are trained using tempotron learning rule. …”
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Conference Paper -
30
Morphological learning in spiking neurons: a new hardware efficient maching learning method
Published 2014“…The latest developments in the research of spiking neural network models have shown that unlike the classic neural network models, these models communicate via precisely timed neuron spikes, thus making them a closer representation of the biological neurons. …”
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Final Year Project (FYP) -
31
Design of a hybrid neural spike detection algorithm for implantable integrated brain circuits
Published 2016Subjects: “…Spike…”
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Conference Paper -
32
Fish Motion Trajectories Detection Algorithm Based on Spiking Neural Network (S/O: 12893)
Published 2017“…This study proposes sequence learning for the fish motion trajectory by using the Spike-Time dependent Plasticity (STDP) in the Spiking Neural Networks (SNNs). …”
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Monograph -
33
OSPC: Multimodal Harmful Content Detection using Fine-tuned Language Models
Published 2024Get full text
Article -
34
ChromaFusionNet (CFNet): natural fusion of fine-grained color editing
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Final Year Project (FYP) -
35
Statistical analysis of fine particle resuspension from rough surfaces by turbulent flows
Published 2019Subjects: “…Fine Particles…”
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Journal Article -
36
Identification and application of self-binding zipper-like sequences in SARS-CoV spike protein
Published 2020Subjects: Get full text
Journal Article -
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EEG data handling using AWS cloud computing for automatic spike detection in epilepsy patients
Published 2017“…In this work, we explore the feasibility of AWS-cloud based approach for handling large EEG data for automatic spike detection in epilepsy patients. The aim is to design a system which will allow neurologists to upload and download EEG data from any region for analysis purpose; in the future the data will be analysed by machine learning algorithms. …”
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Thesis -
40
Enhanced visualization of fine needles under sonographic guidance using a MEMS actuator
Published 2018Get full text
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Journal Article