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Peter A. Beerel

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Sourya Dey

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Publications

2021
[j39]
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Sourya Dey, Sara Babakniya, Saikrishna C. Kanala, Marco Paolieri, Leana Golubchik, Peter A. Beerel, Keith M. Chugg:
Deep-n-Cheap: An Automated Efficient and Extensible Search Framework for Cost-Effective Deep Learning. SN Comput. Sci. 2(4): 265 (2021)
2020
[c97]
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  - no references & citations available
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  - conf/acml/DeyKCB20
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Sourya Dey, Saikrishna C. Kanala, Keith M. Chugg, Peter A. Beerel:
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning. ACML 2020: 273-288
[i15]
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  - journals/corr/abs-2004-00974
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Sourya Dey, Saikrishna C. Kanala, Keith M. Chugg, Peter A. Beerel:
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning. CoRR abs/2004.00974 (2020)
2019
[j33]
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  - journals/esticas/DeyHBC19
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Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg:
Pre-Defined Sparse Neural Networks With Hardware Acceleration. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(2): 332-345 (2019)
2018
[c87]
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  - conf/icccnt/DeyCB18
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Sourya Dey, Keith M. Chugg, Peter A. Beerel:
Morse Code Datasets for Machine Learning. ICCCNT 2018: 1-7
[c84]
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  - conf/ita/DeyHBC18
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Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg:
Characterizing Sparse Connectivity Patterns in Neural Networks. ITA 2018: 1-9
[c82]
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  - conf/reconfig/DeyCLKHCB18
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Sourya Dey, Diandian Chen, Zongyang Li, Souvik Kundu, Kuan-Wen Huang, Keith M. Chugg, Peter A. Beerel:
A Highly Parallel FPGA Implementation of Sparse Neural Network Training. ReConFig 2018: 1-4
[i7]
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  - journals/corr/abs-1806-01087
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Sourya Dey, Diandian Chen, Zongyang Li, Souvik Kundu, Kuan-Wen Huang, Keith M. Chugg, Peter A. Beerel:
A Highly Parallel FPGA Implementation of Sparse Neural Network Training. CoRR abs/1806.01087 (2018)
[i6]
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  - journals/corr/abs-1807-04239
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Sourya Dey, Keith M. Chugg, Peter A. Beerel:
Morse Code Datasets for Machine Learning. CoRR abs/1807.04239 (2018)
[i4]
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  - journals/corr/abs-1812-01164
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Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg:
Pre-Defined Sparse Neural Networks with Hardware Acceleration. CoRR abs/1812.01164 (2018)
2017
[c81]
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  - conf/acssc/DeyBC17
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Sourya Dey, Peter A. Beerel, Keith M. Chugg:
Interleaver design for deep neural networks. ACSSC 2017: 1979-1983
[c78]
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  - conf/icann/DeySCB17
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Sourya Dey, Yinan Shao, Keith M. Chugg, Peter A. Beerel:
Accelerating Training of Deep Neural Networks via Sparse Edge Processing. ICANN (1) 2017: 273-280
[i3]
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  - journals/corr/abs-1711-01343
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Sourya Dey, Yinan Shao, Keith M. Chugg, Peter A. Beerel:
Accelerating Training of Deep Neural Networks via Sparse Edge Processing. CoRR abs/1711.01343 (2017)
[i2]
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  - journals/corr/abs-1711-02131
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Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg:
Characterizing Sparse Connectivity Patterns in Neural Networks. CoRR abs/1711.02131 (2017)
[i1]
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  - journals/corr/abs-1711-06935
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Sourya Dey, Peter A. Beerel, Keith M. Chugg:
Interleaver Design for Deep Neural Networks. CoRR abs/1711.06935 (2017)

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