Melissa C. Smith

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 25

Top Topics

Speech Enhancement

Noisy Environments

Spectral Subtraction

Lossy Compression

Top Venues

Publications

Max Henry Faykus, Jon Calhoun, Melissa C. Smith
Lossy and Lossless Compression for BioFilm Optical Coherence Tomography (OCT). SC Workshops (2023)
Megan Hickman Fulp, Dakota Fulp, Changfeng Zou, Cooper Sanders, Ayan Biswas, Melissa C. Smith, Jon C. Calhoun
Accelerated dynamic data reduction using spatial and temporal properties. Int. J. High Perform. Comput. Appl. 37 (5) (2023)
John A. Hadish, Tyler Biggs, Benjamin T. Shealy, M. Reed Bender, Coleman McKnight, Connor Wytko, Melissa C. Smith, F. Alex Feltus, Loren A. Honaas, Stephen P. Ficklin
GEMmaker: process massive RNA-seq datasets on heterogeneous computational infrastructure. BMC Bioinform. 23 (1) (2022)
Josh J. R. Burns, Benjamin T. Shealy, Mitchell S. Greer, John A. Hadish, Matthew McGowan, Tyler Biggs, Melissa C. Smith, F. Alex Feltus, Stephen P. Ficklin
Addressing noise in co-expression network construction. Briefings Bioinform. 23 (1) (2022)
Max H. Faykus, Bradley Selee, Jon C. Calhoun, Melissa C. Smith
Lossy Compression to Reduce Latency of Local Image Transfer for Autonomous Off-Road Perception Systems. Big Data (2022)
Afshin Ahmadi, Felice Manganiello, Amin Khademi, Melissa C. Smith
A Parallel Jacobi-Embedded Gauss-Seidel Method. IEEE Trans. Parallel Distributed Syst. 32 (6) (2021)
Ju Lin, Adriaan J. van Wijngaarden, Kuang-Ching Wang, Melissa C. Smith
Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks. CoRR (2021)
Ju Lin, Adriaan J. van Wijngaarden, Kuang-Ching Wang, Melissa C. Smith
Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Mikaila J. Gossman, Bogdan Nicolae, Jon C. Calhoun, Franck Cappello, Melissa C. Smith
Towards Aggregated Asynchronous Checkpointing. CoRR (2021)
Snigdhaswin Kar, Prabodh Mishra, Ju Lin, Min-Jae Woo, Nicholas Deas, Caleb Linduff, Sufeng Niu, Yuzhe Yang, Jerome McClendon, D. Hudson Smith, Melissa C. Smith, Ronald W. Gimbel, Kuang-Ching Wang
Systematic Evaluation and Enhancement of Speech Recognition in Operational Medical Environments. IJCNN (2021)
Benjamin T. Shealy, Mehrdad Yousefi, Ashwin Trikuta Srinath, Melissa C. Smith, Ulf D. Schiller
GPU Acceleration of the HemeLB Code for Lattice Boltzmann Simulations in Sparse Complex Geometries. IEEE Access 9 (2021)
Ju Lin, Adriaan J. van Wijngaarden, Melissa C. Smith, Kuang-Ching Wang
Speaker-Aware Speech Enhancement with Self-Attention. EUSIPCO (2021)
Benjamin T. Shealy, F. Alex Feltus, Melissa C. Smith
Intelligent Resource Provisioning for Scientific Workflows and HPC. WORKS (2021)
Brad Green, Dillon Todd, Jon C. Calhoun, Melissa C. Smith
TIGRA: A Tightly Integrated Generic RISC-V Accelerator Interface. CLUSTER (2021)
Ju Lin, Sufeng Niu, Adriaan J. van Wijngaarden, Jerome L. McClendon, Melissa C. Smith, Kuang-Ching Wang
Improved Speech Enhancement Using a Time-Domain GAN with Mask Learning. INTERSPEECH (2020)
Colin Targonski, M. Reed Bender, Benjamin T. Shealy, Benafsh Husain, Bill Paseman, Melissa C. Smith, F. Alex Feltus
Cellular State Transformations Using Deep Learning for Precision Medicine Applications. Patterns 1 (6) (2020)
Benjamin T. Shealy, Josh J. R. Burns, Melissa C. Smith, F. Alex Feltus, Stephen P. Ficklin
GPU Implementation of Pairwise Gaussian Mixture Models for Multi-Modal Gene Co-Expression Networks. IEEE Access 7 (2019)
Colin Targonski, Benjamin T. Shealy, Melissa C. Smith, F. Alex Feltus
Cellular State Transformations using Generative Adversarial Networks. CoRR (2019)
Ju Lin, Sufeng Niu, Zice Wei, Xiang Lan, Adriaan J. van Wijngaarden, Melissa C. Smith, Kuang-Ching Wang
Speech Enhancement Using Forked Generative Adversarial Networks with Spectral Subtraction. INTERSPEECH (2019)
Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovacevic
Generalized Value Iteration Networks: Life Beyond Lattices. AAAI (2018)
André Luckow, Ken Kennedy, Marcin Ziolkowski, Emil Djerekarov, Matthew Cook, Edward B. Duffy, Michael Schleiss, Bennie Vorster, Edwin Weill, Ankit Kulshrestha, Melissa C. Smith
Artificial Intelligence and Deep Learning Applications for Automotive Manufacturing. IEEE BigData (2018)
Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovacevic
Generalized Value Iteration Networks: Life Beyond Lattices. CoRR (2017)
Zahra Ronaghi, Karan Sapra, Ryan Izard, Edward B. Duffy, Melissa C. Smith, Kuang-Ching Wang, David M. Kwartowitz
HPC enabled real-time remote processing of laparoscopic surgery. Medical Imaging: Image-Guided Procedures (2016)
Keerthan Jaic, Melissa C. Smith
Enhancing Hardware Design Flows with MyHDL. FPGA (2015)
Vivek K. Pallipuram, Melissa C. Smith, Nilim Sarma, Ranajeet Anand, Edwin Weill, Karan Sapra
Subjective versus objective: classifying analytical models for productive heterogeneous performance prediction. J. Supercomput. 71 (1) (2015)
Keerthan Jaic, Melissa C. Smith, Nilim Sarma
A practical network intrusion detection system for inline FPGAs on 10GbE network adapters. ASAP (2014)
Melissa C. Smith, Kubilay Atasu
Guest Editorial: Application Specific Processors and Architectures. J. Signal Process. Syst. 77 (1-2) (2014)
Vivek K. Pallipuram, Melissa C. Smith, Nimisha Raut, Xiaoyu Ren
A regression-based performance prediction framework for synchronous iterative algorithms on general purpose graphical processing unit clusters. Concurr. Comput. Pract. Exp. 26 (2) (2014)
Sufeng Niu, Guangyu Yang, Nilim Sarma, Pengfei Xuan, Melissa C. Smith, Pradip K. Srimani, Feng Luo
Combining Hadoop and GPU to preprocess large Affymetrix microarray data. IEEE BigData (2014)
Karan Sapra, Benafsh Husain, Richard R. Brooks, Melissa C. Smith
Circumventing keyloggers and screendumps. MALWARE (2013)
F. Alex Feltus, Stephen P. Ficklin, Scott M. Gibson, Melissa C. Smith
Maximizing capture of gene co-expression relationships through pre-clustering of input expression samples: an Arabidopsis case study. BMC Syst. Biol. 7 (2013)
Vivek K. Pallipuram, Mohammad Ashraf Bhuiyan, Melissa C. Smith
A comparative study of GPU programming models and architectures using neural networks. J. Supercomput. 61 (3) (2012)
Melissa C. Smith, Gregory D. Peterson
Optimization of Shared High-Performance Reconfigurable Computing Resources. ACM Trans. Embed. Comput. Syst. 11 (2) (2012)
Greg Stitt, Alan D. George, Herman Lam, Melissa C. Smith, Vikas Aggarwal, Gongyu Wang, Casey Reardon, Brian Holland, Seth Koehler, James Coole
An End-to-End Tool Flow for FPGA-Accelerated Scientific Computing. IEEE Des. Test Comput. 28 (4) (2011)
Brian Holland, Alan D. George, Herman Lam, Melissa C. Smith
An analytical model for multilevel performance prediction of Multi-FPGA systems. ACM Trans. Reconfigurable Technol. Syst. 4 (3) (2011)
Mohammad Ashraf Bhuiyan, Melissa C. Smith, Vivek K. Pallipuram
Performance, optimization, and fitness: Connecting applications to architectures. Concurr. Comput. Pract. Exp. 23 (10) (2011)
Ananth Nallamuthu, Melissa C. Smith, Scott S. Hampton, Pratul K. Agarwal, Sadaf R. Alam
Energy efficient biomolecular simulations with FPGA-based reconfigurable computing. Conf. Computing Frontiers (2010)
Mohammad Ashraf Bhuiyan, Vivek K. Pallipuram, Melissa C. Smith
Acceleration of spiking neural networks in emerging multi-core and GPU architectures. IPDPS Workshops (2010)
Mohammad Ashraf Bhuiyan, Ananth Nallamuthu, Melissa C. Smith, Vivek K. Pallipuram
Optimization and performance study of large-scale biological networks for reconfigurable computing. HPRCTA@SC (2010)
Kenneth L. Rice, Mohammad Ashraf Bhuiyan, Tarek M. Taha, Christopher N. Vutsinas, Melissa C. Smith
FPGA Implementation of Izhikevich Spiking Neural Networks for Character Recognition. ReConFig (2009)
Sadaf R. Alam, Pratul K. Agarwal, Melissa C. Smith, Jeffrey S. Vetter, David Caliga
Using FPGA Devices to Accelerate Biomolecular Simulations. Computer 40 (3) (2007)
Sadaf R. Alam, Pratul K. Agarwal, Jeffrey S. Vetter, Melissa C. Smith
Throughput Improvement of Molecular Dynamics Simulations Using Reconfigurable Computing. Scalable Comput. Pract. Exp. 8 (4) (2007)
Sadaf R. Alam, Jeffrey S. Vetter, Melissa C. Smith
An Application Specific Memory Characterization Technique for Co-processor Accelerators. ASAP (2007)
Rajagopal Subramaniyan, Ian A. Troxel, Alan D. George, Melissa C. Smith
Simulative analysis of dynamic scheduling heuristics for reconfigurable computing of parallel applications. FPGA (2006)
Melissa C. Smith, Gregory D. Peterson
Parallel application performance on shared high performance reconfigurable computing resources. Perform. Evaluation 60 (1-4) (2005)
Melissa C. Smith, Jeffrey S. Vetter, Xuejun Liang
Accelerating Scientific Applications with the SRC-6 Reconfigurable Computer: Methodologies and Analysis. IPDPS (2005)
Xuejun Liang, Jeffrey S. Vetter, Melissa C. Smith, Arthur S. Bland
Balancing FPGA Resource Utilities. ERSA (2005)