Pinalkumar Engineer

About

My research interests include Edge AI, Edge Computing, Application Specific Processor Design, Energy-efficient Computing, VLSI architecture for real-time signal/image processing/CNN, High performance embedded computing, IoT.

Employment

• Sardar Vallabhbhai National Institute of Technology Surat Associate Professor
  2023 - Present
• Sardar Vallabhbhai National Institute of Technology Assistant Professor
  2007 - 2023

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (24)

• Energy-efficient Non-Neural Face Recognition on the Multi-core RISC-V System
  IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), VOLS 1-6, CONFERENCE PROCEEDINGS 2025 DOI: 10.1109/ISCAS56072.2025.11044109
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• Review of Beamspace Channel Estimation Techniques: Technical Comparison Across Various Methods
  IETE Journal of Research 2025 DOI: 10.1080/03772063.2025.2586739
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• A Template-Based Methodology for Efficient DNNs Inference on FPGA Devices With HW-SW Co-Design
  IEEE Embedded Systems Letters 2025 DOI: 10.1109/LES.2025.3538159
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• High-Speed Energy-Efficient Fixed-Point Signed Multipliers for FPGA-Based DSP Applications
  IEEE Embedded Systems Letters 2024 DOI: 10.1109/LES.2024.3364698
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• Role of IOT in healthcare: Applications, security & privacy concerns
  Intelligent Pharmacy 2024 DOI: 10.1016/j.ipha.2024.01.003
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• FPGA-Based High-Speed Energy-Efficient 32-Bit Fixed-Point MAC Architecture for DSP Application in IoT Edge Computing
  JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS 2024 DOI: 10.1142/S0218126624502505
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• Fabric surface defect classification and systematic analysis using a cuckoo search optimized deep residual network
  ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH 2024 DOI: 10.1016/J.JESTCH.2024.101681
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• Quantization Effects on a Convolutional Layer of a Deep Neural Network
  Proceedings of Congress on Control, Robotics, and Mechatronics 2024 DOI: 10.1007/978-981-99-5180-2_32
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• Parallelizing Non-Neural ML Algorithm for Edge-based Face Recognition on Parallel Ultra-Low Power (PULP) Cluster
  2023 12th Mediterranean Conference on Embedded Computing (MECO) 2023 DOI: 10.1109/meco58584.2023.10154955
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• Smart Farming Ingredients
  Applying Drone Technologies and Robotics for Agricultural Sustainability 2023 DOI: 10.4018/978-1-6684-6413-7.ch003
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