Melissa C. Smith

1.3k citations

72 papers · 880 · h-index 16

Impact in

Hardware and Architecture top 5%
- Parallel Computing and Optimization Techniques
- Embedded Systems Design Techniques
Signal Processing top 10%
- Speech and Audio Processing

Papers in

Hardware and Architecture 25
- Parallel Computing and Optimization Techniques 21
- Embedded Systems Design Techniques 18
Computer Networks and Communications 20
- Interconnection Networks and Systems 11
- Distributed and Parallel Computing Systems 6

Co-authors: Jeffrey S. Vetter (5 shared papers)Kuang‐Ching Wang (6 shared papers)Sadaf R. Alam (6 shared papers)Gregory D. Peterson (5 shared papers)A. van Wijngaarden (4 shared papers)Sapna Sarupria (1 shared paper)Stephen Ficklin (5 shared papers)Ryan S. DeFever (1 shared paper)
Journals: IEEE Access (2 papers)SAE technical papers on CD-ROM/SAE technical paper series (2 papers)Briefings in Bioinformatics (2 papers)Scientific Reports (1 paper)JMIR mhealth and uhealth (1 paper)
Partner nations: United States United Kingdom Switzerland

In The Last Decade

Melissa C. Smith

65 papers receiving 827 citations

Peers

Replace Per Hammarlund with:

Per Hammarlund United States

Daehyun Kim United States

Alexander Fish Israel

Shan Gai China

Yiannis Andreopoulos United Kingdom

Slava Voloshynovskiy Switzerland

A. Torralba Spain

Steven R. Young United States

Masato Motomura Japan

Hyoukjun Kwon United States

Melissa C. Smith relative to Per Hammarlund United States Per Hammarlund's profile →

Citations per field

00.5×5×10×15×21.8×

Per Hammarlund · 1×

×0.5 186/397

HA

×2.2 101/46

SP

×2.8 128/45

CN

×0.4 146/374

CNC

×1.4 184/131

AI

Citations per year

'16

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Countries citing papers authored by Melissa C. Smith

Since Specialization

Citations

This map shows the geographic impact of Melissa C. Smith's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Melissa C. Smith with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Melissa C. Smith more than expected).

Fields of papers citing papers by Melissa C. Smith

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Melissa C. Smith. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Melissa C. Smith. The network helps show where Melissa C. Smith may publish in the future.

Co-authors

The 25 scholars most cited alongside Melissa C. Smith, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Melissa C. Smith Line = papers co-authored together Melissa C. Smith links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 72 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	A generalized deep learning approach for local structure identification in molecular simulations Chemical Science ·Ryan S. DeFever, Colin Targonski, Steven W. Hall, Melissa C. Smith, Sapna Sarupria	2019	74
2	FPGA Implementation of Izhikevich Spiking Neural Networks for Character Recognition Kenneth L. Rice, Mohammad A. Bhuiyan, Tarek M. Taha, Christopher N. Vutsinas, Melissa C. Smith	2009	72
3	Using FPGA Devices to Accelerate Biomolecular Simulations Computer ·Sadaf R. Alam, Pratul K. Agarwal, Melissa C. Smith, Jeffrey S. Vetter, David Caliga	2007	58
4	Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks IEEE/ACM Transactions on Audio Speech and Language Processing ·Ju Lin, A. van Wijngaarden, Kuang‐Ching Wang, Melissa C. Smith	2021	53
5	Acceleration of spiking neural networks in emerging multi-core and GPU architectures Scholarly Commons (University of the Pacific) ·Mohammad A. Bhuiyan, Vivek K. Pallipuram, Melissa C. Smith	2010	49
6	Massive-Scale Gene Co-Expression Network Construction and Robustness Testing Using Random Matrix Theory PLoS ONE ·Scott M. Gibson, Stephen Ficklin, Sven Isaacson, Feng Luo, F. Alex Feltus, Melissa C. Smith	2013	42
7	Short Peptide Self-Assembly in the Martini Coarse-Grain Force Field Family Accounts of Chemical Research ·Alexander van Teijlingen, Melissa C. Smith, Tell Tuttle	2023	35
8	Accelerating Scientific Applications with the SRC-6 Reconfigurable Computer: Methodologies and Analysis Melissa C. Smith, Jeffrey S. Vetter, Liang Xiao	2005	34
9	Artificial Intelligence and Deep Learning Applications for Automotive Manufacturing André Luckow, Ken Kennedy, Marcin Ziółkowski, Emil Djerekarov, Matthew Cook, Edward Duffy, Michael Schleiss, Bennie Vorster, Edwin Weill, Ankit Kulshrestha, Melissa C. Smith	2018	32
10	FASEA: A FPGA Acquisition System and Software Event Analysis for liquid scintillation counting Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment ·T.W. Steele, Mo Li, L.J. Bignell, Melissa C. Smith, D. Alexiev	2009	26
11	A comparative study of GPU programming models and architectures using neural networks The Journal of Supercomputing ·Vivek K. Pallipuram, M Mostagir Bhuiyan, Melissa C. Smith	2011	24
12	Scientific Computing Beyond CPUs: FPGA implementations of common scientific kernels Melissa C. Smith, Jeffery S. Vetter, Sadaf R. Alam	2005	22
13	Parallel application performance on shared high performance reconfigurable computing resources Performance Evaluation ·Melissa C. Smith, Gregory D. Peterson	2004	21
14	Maximizing capture of gene co-expression relationships through pre-clustering of input expression samples: an Arabidopsis case study BMC Systems Biology ·F. Alex Feltus, Stephen Ficklin, Scott M. Gibson, Melissa C. Smith	2013	20
15	Generalized Value Iteration Networks:Life Beyond Lattices Proceedings of the AAAI Conference on Artificial Intelligence ·Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovačević	2018	19
16	Uncovering biomarker genes with enriched classification potential from Hallmark gene sets Scientific Reports ·Colin Targonski, Courtney A. Shearer, Benjamin T. Shealy, Melissa C. Smith, F. Alex Feltus	2019	16
17	Functional clustering of water quality data in Scotland Environmetrics ·Ruth Haggarty, Claire A. Miller, Elizabeth Scott, F. Wyllie, Melissa C. Smith	2012	14
18	Fast Newton-Raphson Power Flow Analysis Based on Sparse Techniques and Parallel Processing IEEE Transactions on Power Systems ·Afshin Ahmadi, Melissa C. Smith, E.R. Collins, Vahid Dargahi, Shuangshuang Jin	2021	13
19	VPL: an active, declarative visual programming system David Andrew Lau-Kee, A. Billyard, R. Faichney, Yasuo Kozato, P. Otto, Melissa C. Smith, I Wilkinson	2002	13
20	Speech Enhancement Using Forked Generative Adversarial Networks with Spectral Subtraction Ju Lin, Sufeng Niu, Zice Wei, Xiang Lan, A. van Wijngaarden, Melissa C. Smith, Kuang‐Ching Wang	2019	13

About Melissa C. Smith

Melissa C. Smith is a scholar working on Hardware and Architecture, Computer Networks and Communications, Electrical and Electronic Engineering, Molecular Biology and Artificial Intelligence, having authored 72 papers that have together received 880 indexed citations. Recurring topics across this work include Parallel Computing and Optimization Techniques (21 papers), Embedded Systems Design Techniques (18 papers), Interconnection Networks and Systems (11 papers), Advanced Memory and Neural Computing (9 papers), Bioinformatics and Genomic Networks (7 papers), Neural dynamics and brain function (7 papers), Advanced Neural Network Applications (6 papers) and Distributed and Parallel Computing Systems (6 papers). The work is most often cited by research in Hardware and Architecture (186 citations), Signal Processing (101 citations), Cognitive Neuroscience (128 citations), Computer Networks and Communications (146 citations) and Artificial Intelligence (184 citations). Melissa C. Smith has collaborated with scholars based in United States, United Kingdom and Switzerland. Frequent co-authors include Jeffrey S. Vetter, Kuang‐Ching Wang, Sadaf R. Alam, Gregory D. Peterson, A. van Wijngaarden, Sapna Sarupria, Stephen Ficklin, Ryan S. DeFever, Tarek M. Taha and F. Alex Feltus. Their work appears in journals such as IEEE Access, SAE technical papers on CD-ROM/SAE technical paper series, Briefings in Bioinformatics, Scientific Reports and JMIR mhealth and uhealth.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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Melissa C. Smith

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