Ramchandra Manthalkar

Employment

• Shri Guru Gobind Singhji Institute of Engineering and Technology Professor
  2011 - Present

Education

• Shri Guru Gobind Singhji Institute of Engineering and Technology B. E.
  1984 - 1988

Projects & Funding

Projects & funding information is unavailable.

Publications (59)

• Attention and Classification of Arithmetic Operation Tasks by Using Machine Learning Algorithm
  Lecture Notes in Electrical Engineering 2023 DOI: 10.1007/978-981-99-1410-4_10
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• Assessing the Effect on Cognitive Workload Index, EEG Band Ratios, and Band Frequencies Using Band Power and Implementing Machine Learning Classification
  Lecture Notes in Electrical Engineering 2023 DOI: 10.1007/978-981-99-0248-4_5
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• EEG mental arithmetic task levels classification using machine learning and deep learning algorithms
  2023 3rd International Conference on Artificial Intelligence and Signal Processing, AISP 2023 2023 DOI: 10.1109/AISP57993.2023.10135014
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• Cognitive workload classification: Towards generalization through innovative pipeline interface using HMM
  Biomedical Signal Processing and Control 2022 DOI: 10.1016/j.bspc.2022.104010
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• A Clustering Approach for Sensory-Motor Cortex Signal Classification Using Electroencephalogram Signal for Brain-Computer Interface
  2022 DOI: 10.1007/978-981-19-2631-0_26
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• Band Decomposition of Asynchronous Electroencephalogram Signal for Upper Limb Movement Classification
  Research Square 2022 DOI: 10.21203/rs.3.rs-1268755/v1
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• Band decomposition of asynchronous electroencephalogram signal for upper limb movement classification
  Physical and Engineering Sciences in Medicine 2022 DOI: 10.1007/s13246-022-01132-4
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• Cross-Task Cognitive Load Classification with Identity Mapping-Based Distributed CNN and Attention-Based RNN Using Gabor Decomposed Data Images
  IETE Journal of Research 2022 DOI: 10.1080/03772063.2022.2098191
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• Detection of Motor Activity in Visual Cognitive Task Using Autoregressive Modelling and Deep Recurrent Network
  2022 DOI: 10.1007/978-981-19-1520-8_29
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• Machine learning-based approach for segmentation of intervertebral disc degeneration from lumbar section of spine using MRI images
  Bio-Algorithms and Med-Systems 2022 DOI: 10.1515/bams-2020-0047
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