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1
Automated spike detection using cascade of simple classifiers
Published 2016“…The diagnosis of epilepsy heavily depends on the detection of interictal epileptiform spikes in EEG recordings of patients. However, the traditional visual inspection is time-consuming and subjective. …”
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Thesis -
2
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) -
3
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) -
4
Design of a hybrid neural spike detection algorithm for implantable integrated brain circuits
Published 2016“…Real time spike detection is the first critical step to develop spike-sorting for integrated brain circuits interface applications. …”
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Conference Paper -
5
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 -
6
Efficient multi-scale representation of visual objects using a biologically plausible spike-latency code and winner-take-all inhibition
Published 2023“…Mimicking neuronal response properties in early visual cortex, images were preprocessed with three different spatial frequency (SF) channels, before they were fed to a layer of spiking neurons whose synaptic weights were updated using spike-timing-dependent-plasticity. …”
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8
Disturbance detection in the MV and the LV distribution networks using time-domain method
Published 2014“…These are typically reflected in the time-domain as spikes in the square wave, without requiring any frequency analysis. …”
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Conference Paper -
9
Modelling Malaysia air quality data using Bayesian Structural Time Series models
Published 2024“…The primary objective of this study was to forecast air quality and assess the effectiveness of the Bayesian structural time series analysis on air quality time-series data. …”
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Article -
10
Development and validation of multiplex real-time PCR for simultaneous detection of six bacterial pathogens causing lower respiratory tract infections and antimicrobial resistance...
Published 2024“…The reproducibility, linearity, limit of detection (LOD) of real-time PCR assays for pathogen detection were evaluated using DNA control mixes and spiked tracheal aspirate. …”
Journal article -
11
SARS-CoV-2 evolution during treatment of chronic infection
Published 2021“…The spike protein of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is critical for virus infection through the engagement of the human ACE2 protein1 and is a major antibody target. …”
Journal article -
12
Synaptic plasticity in VLSI : a floating-gate approach
Published 2017“…Recently a learning rule known as spike timing dependent plasticity (STDP) that modifies weights based on the timing of presynaptic and postsynaptic spikes become very popular. …”
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Thesis -
13
Numerical modelling of detonation reaction zone of nitromethane by EXPLO5 code and wood and kirkwood theory
Published 2021“…The measured particle velocity profile of NM shows the existence of a sharp spike followed by a rapid drop over the first 5-10 ns (fast reaction). …”
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Journal Article -
14
Multiscale topological indices for the quantitative prediction of SARS CoV-2 binding affinity change upon mutations
Published 2023“…In our model, a series of nested simplicial complexes and their related adjacency matrices at various different scales are generated from a specially designed filtration process, based on the 3D structures of spike-ACE2 protein complexes. We develop a set of multiscale simplicial complexes-based topological indices, for the first time. …”
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Journal Article -
15
Dengue death rate higher among women than men in Bangladesh
Published 2024“…Given the atypical seasonality of the epidemic and the sudden spike in cases early on, it is noteworthy that mosquito and potential hotspot densities were at an all-time high throughout the previous years.…”
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Article -
16
Design and development of extreme learning machine symposium web portal
Published 2013“…In recent years, it has been observed that there is a spike in interest in the development of web based conference management systems. …”
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Final Year Project (FYP) -
17
Analysis and reduction of mismatch in silicon neurons
Published 2013“…The method presented allows the corrected neurons to compute both rate codes and spike time codes in a mismatch resilient fashion…”
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Conference Paper -
18
Driving mechanism development for autonomous hospital bed
Published 2020“…Demand is foreseen to spike and a range of healthcare services that range from acute to community care is necessary for a holistic healthcare system. …”
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Final Year Project (FYP) -
19
Efficient position decoding methods based on fluorescence calcium imaging in the mouse hippocampus
Published 2020“…Our proposed supervised decoding analysis is ultrafast and robust, and thereby appealing for real-time position decoding applications based on calcium imaging.…”
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Journal Article -
20
A high efficiency buck converter for IoT sensors
Published 2024“…When the system is activated for data collection and processing, the load current may spike to tens of milliamperes. Thus, it's essential for the DC-DC converter to accommodate a broad spectrum of load currents, ensuring versatility and reliability in various operational states. …”
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