80 citations · 622 across the 22 of their papers we have counts for
5 papers · 1 filter
Fast, simple and accurate handwritten digit classification by training shallow neural network classifiers with the 'extreme learning machine' algorithm
Mark D. McDonnell, Migel D. Tissera, Tony Vladusich +2
Recent advances in training deep (multi-layer) architectures have inspired a renaissance in neural network use. For example, deep convolutional networks are becoming the default op…
Transmit Pulse Shaping for Molecular Communications
Siyi Wang, Weisi Guo, Mark D. McDonnell
This paper presents a method for shaping the transmit pulse of a molecular signal such that the diffusion channel's response is a sharp pulse. The impulse response of a diffusion c…
Distance Distributions for Real Cellular Networks
Siyi Wang, Weisi Guo, Mark D. McDonnell
This paper presents the general distribution for the distance between a mobile user and any base station (BS). We show that a random variable proportional to the distance squared i…
Performance of Macro-Scale Molecular Communications with Sensor Cleanse Time
Siyi Wang, Weisi Guo, Song Qiu +1
In this paper, we consider a molecular diffusion based communications link that conveys information on the macro-scale (several metres). The motivation is to apply molecular-based…
Downlink Interference Estimation without Feedback for Heterogeneous Network Interference Avoidance
Siyi Wang, Weisi Guo, Mark D. McDonnell
In this paper, we present a novel method for a base station (BS) to estimate the total downlink interference power received by any given mobile receiver, without information feedba…