Mahesh Chandra

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Publications (10)

• A Novel Method for CNN Training Using Existing Color Datasets for Classifying Hand Postures in Bayer Images
  SN Computer Science 2021 DOI: 10.1007/s42979-021-00450-w
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• A Novel Method for Scalable VLSI Implementation of Hyperbolic Tangent Function
  IEEE Design and Test 2021 DOI: 10.1109/MDAT.2021.3063308
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• VLSI implementation of transcendental function hyperbolic tangent for deep neural network accelerators
  Microprocessors and Microsystems 2021 DOI: 10.1016/j.micpro.2021.104270
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• Comparative analysis of polynomial and rational approximations of hyperbolic tangent function for VLSI implementation
  arXiv 2020
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• DRACO: Co-optimizing hardware utilization, and performance of DNNs on systolic accelerator
  Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2020 DOI: 10.1109/ISVLSI49217.2020.00088
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• Hardware implementation of hyperbolic tangent function using catmull-rom spline interpolation
  arXiv 2020
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• On the Impact of Partial Sums on Interconnect Bandwidth and Memory Accesses in a DNN Accelerator
  2020 IEEE 15th International Conference on Industrial and Information Systems, ICIIS 2020 - Proceedings 2020 DOI: 10.1109/ICIIS51140.2020.9342717
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• Data bandwidth reduction in deep neural network socs using history buffer and huffman coding
  2018 International Conference on Computing, Power and Communication Technologies, GUCON 2018 2019 DOI: 10.1109/GUCON.2018.8675036
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• A novel method for low power hand gesture recognition in smart consumer applications
  2016 International Conference on Computational Techniques in Information and Communication Technologies, ICCTICT 2016 - Proceedings 2016 DOI: 10.1109/ICCTICT.2016.7514602
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• Low power gesture recognition system using skin statistics for consumer applications
  2016 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2016 2016 DOI: 10.1109/ICCE-TW.2016.7520980
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