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Hossein Hosseininezhad Mohebati

Associate Professor

Update: 2026-05-21

Hossein Hosseininezhad Mohebati

Electrical Engineering / Electronic Engineering

Journal Paper

  1. "A hardware-efficient on-implant spike compression processor based on VQ-DAE for brain-implantable microsystems"
    Nazanin Ahmadi dastgerdi, Hossein Hosseininezhad Mohebati, Hamid Alinejad-Rokny
    MEDICAL and BIOLOGICAL ENGINEERING and COMPUTING, 2025
  2. "A Neural Decoding Method Based on Neurons Activities Pattern Recognition for Implantable Intra-cortical BMIs"
    Danial Katoozian, Hossein Hosseininezhad Mohebati, Mohammad-Reza A Dehaghani
    JOURNAL OF CONTROL, Vol. 17, pp.47-60, 2024
  3. "A new approach for neural decoding by inspiring of hyperdimensional computing for implantable intra-cortical BMIs"
    Danial Katoozian, Hossein Hosseininezhad Mohebati, Mohammad-Reza A. Dehaqani
    Scientific Reports, Vol. 14, 2024
  4. "A Hardware-efficient novelty-aware spike sorting approach for brain-implantable microsystems"
    Nazanin Ahmadi dastgerdi, Hossein Hosseininezhad Mohebati, Hamid Alinejad-Rokny
    International Journal of Neural Systems, 2024
  5. ""
    Tandis Bahramrad, Hossein Hosseininezhad Mohebati
    Vol. 1, pp.125-133, 2023
  6. "Hardware-Efficient, On-the-Fly, On-Implant Spike Sorter Dedicated to Brain-Implantable Microsystems"
    Fereshteh Kalantari, Hossein Hosseininezhad Mohebati, Amir M. Sodagar
    IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, pp.1-9, 2022
  7. "A hardware efficient intra-cortical neural decoding approach based on spike train temporal information"
    Danial Katoozian, Hossein Hosseininezhad Mohebati, Mohammad-Reza Abolghasemi Dehaqani, Afshin Shoeibi, Juan Manuel Gorriz
    INTEGRATED COMPUTER-AIDED ENGINEERING, Vol. 29, pp.431-445, 2022
  8. "A Vector Quantization-Based Spike Compression Approach Dedicated to Multichannel Neural Recording Microsystems"
    Nazanin Ahmadi dastgerdi, Hossein Hosseininezhad Mohebati, Hadi Amiri, Afshin Shoeibi, Juan Manuel Gorriz
    International Journal of Neural Systems, Vol. 32, pp.1-16, 2021
  9. "Epileptic Seizures Detection Using Deep Learning Techniques: A Review"
    Afshin Shoeibi, Marjane Khodatars, Navid Ghassemi, Mahboobeh Jafari, Parisa Moridian, Roohallah Alizadehsani, Maryam Panahiazar, Fahime Khozeimeh, Assef Zare, Hossein Hosseininezhad Mohebati, Abbas Khosravi, Amir F. Atiya, Diba Aminshahidi, Sadiq Hussain, Modjtaba Rouhani, Saeid Nahavandi, Udyavara Rajendra Acharya
    International Journal of Environmental Research and Public Health, Vol. 18, 2021
  10. "A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals"
    Afshin Shoeibi, Navid Ghassemi, Roohallah Alizadehsani, Modjtaba Rouhani, Hossein Hosseininezhad Mohebati, Abbas Khosravi, Maryam Panahiazar, Saeid Nahavandi
    EXPERT SYSTEMS WITH APPLICATIONS, Vol. 163, pp.1-16, 2021
  11. "Real-time epileptic seizure prediction based on online monitoring of pre-ictal features"
    Hoda Sadeghzadeh bahnamiri, Hossein Hosseininezhad Mohebati, Sina Salehi
    MEDICAL and BIOLOGICAL ENGINEERING and COMPUTING, pp.1-9, 2019
  12. "Data Compression in Brain-Machine/Computer Interfaces Based on the Walsh-Hadamard Transform"
    Hossein Hosseininezhad Mohebati, Aboumoslem Jannesari, Amir Masoud Sodagar
    IEEE Transactions on Biomedical Circuits and Systems, Vol. 8, pp.129-137, 2014
  13. "A 128-channel discrete cosine transform-based neural signal processor for implantable neural recording mirosystems"
    Hossein Hosseininezhad Mohebati, Aboumoslem Jannesari, Amir Masoud Sodagar, Joachim Neves Rodrigues
    INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 2013

Conference Paper

  1. "32 nd international conference Electrical Engineering (ICEE)"
    Mohammad Soroush Rezaei, Mahdi Khalilzadeh Shabestari, Seyed Yousef Jazaeri Farsani, Danial Katoozian, Hossein Hosseininezhad Mohebati
    A Straightforward Approach for Measuring Blood Pressure in an Upper Arm Digital Blood Pressure Monitor, 2024
  2. "32 nd international conference Electrical Engineering (ICEE)"
    Nastaran Darbani, Danial Katoozian, Hossein Hosseininezhad Mohebati
    An active learning approach for classification of several arrhythmias in ECG signal, 2024
  3. "11th basic and clinical neuroscience congress"
    Fereshteh Kalantari, Hossein Hosseininezhad Mohebati, Amir Masoud Sodagar
    A Spike Sorting Algorithm using Event-based Feature Extraction and Scoring Classification, 2023
  4. "11th basic and clinical neuroscience congress"
    Danial Katoozian, Hossein Hosseininezhad Mohebati, mohammad reza Abolghasemi Dehaghani
    A spike temporal pattern approach to boost decoding accuracy and reduce computational complexity in BMI systems, 2023
  5. "11th basic and clinical neuroscience congress"
    Nazanin Ahmadi dastgerdi, Hossein Hosseininezhad Mohebati
    improving performance of neural spike data compression using denoising autoencoders, 2023
  6. "9th Basic and clinical neuroscience congress"
    Saman Ebadzadeh, Hossein Hosseininezhad Mohebati
    Localization of Epileptic Focus Using One-Dimensional Convolutional Neural Network, 2020
  7. "9th Basic and clinical neuroscience congress"
    Sheida Majouni, Hossein Hosseininezhad Mohebati, Amin Nikanjam
    An efficient spike sorting based on linear separation, 2020
  8. "9th Basic and clinical neuroscience congress"
    Zahra Hedayati rad, Fereshteh Kalantari, Hossein Hosseininezhad Mohebati
    An unsupervised Spike Sorting Algorithm Based on template matching and K-Means, 2020
  9. "9th Basic and clinical neuroscience congress"
    Katayoon Yahyaei, Hossein Hosseininezhad Mohebati
    intra-cortical neural spike sorting using Gradient Boosted Decision Tree, 2020
  10. "9th Basic and clinical neuroscience congress"
    Nazanin Ahmadi dastgerdi, Hossein Hosseininezhad Mohebati
    An Efficient Spike Sorting Approach Based On CUDA, 2020
  11. "28th Iranian Conference on Electrical Engineering (ICEE)"
    Alireza Rezvani, Hossein Hosseininezhad Mohebati
    فشرده سازي سيگنال هاي عصبي درون قشري با استفاده از حسگري فشرده, 2020
  12. "26 th national and 4 th international conference on biomedical engineering"
    shoeibi afshin, ghasemi navid, Hossein Hosseininezhad Mohebati, modjtaba rouhani
    An efficient brain MR image segmentation hardware using kernel fuzzy C means, 2019
  13. "9th International Conference on Computer and Knowledge Engineering (ICCKE 2019)"
    navid ghasemi, afshin shoeibi, modjtaba rouhani, Hossein Hosseininezhad Mohebati
    Epileptic seizures detection in EEG signals using TQWT and ensemble learning, 2019
  14. "27th Iranian Conference on Electrical Engineering(ICEE2019)"
    Nazanin Ahmadi dastgerdi, Hossein Hosseininezhad Mohebati, hadi Amiri
    Neural Spike Compression based on Split Vector Quantization for Implantable BMIs, 2019
  15. "27th Iranian Conference on Electrical Engineering(ICEE2019)"
    Sajad Karami, Hossein Hosseininezhad Mohebati, hadi amiri
    Proposing an approach for decoding of neural signals based on Kalman filter and its hardware implementation, 2019
  16. "7th Basic and Clinical Neroscience Congress 2018"
    Ramin Ghalandari zade, Hossein Hosseininezhad Mohebati
    Low-Complexity Epileptic Seizure Prediction Based on Linear Features and LDA Classifier, 2018
  17. "7th Basic and Clinical Neroscience Congress 2018"
    Sajad Karami, Hossein Hosseininezhad Mohebati, Hadi Amiri
    Prediction of Two dimensional Movements by Decoding of Motor Cortex Neural Signals, 2018
  18. "7th Basic and Clinical Neroscience Congress 2018"
    Mobin Allahdini Hasaroueiyeh, Hossein Hosseininezhad Mohebati
    An online unsupervised spike sorting approach based on self organizing map, 2018
  19. "26th Iranian Conference on Electrical Engineering (ICEE2018)"
    Ehsan Ramezani Sarbandi, Ebrahim Taghavi, Hossein Hosseininezhad Mohebati
    Neural Spike Compression Based on Random Sampling and IMATI Techniques, 2018
  20. "6th basic and cinical neuroscience congress"
    Fereshteh Kalantari, Hossein Hosseininezhad Mohebati, Amir Masoud Sodagar
    A Neural Spike Sorting algorithm based on featurs reduction and modified k-means for implantable BCIs, 2017
  21. "6th basic and cinical neuroscience congress"
    Parastoo Soleimani, Hossein Hosseininezhad Mohebati, Javad Mirnajafizadeh
    Early Detection of Epileptic Seizures Based on Analysis of the Energy of EEG Sub-bands, 2017
  22. "Basic and Clinical Neuroscience Congress (BCNC 2016)"
    Fereshteh Kalantari, Hossein Hosseininezhad Mohebati, Amir Masoud Sodagar
    An efficient online spike sorting algorithm for implantable BMIs, 2016
  23. "Basic and Clinical Neuroscience Congress (BCNC 2016)"
    Hossein Hosseininezhad Mohebati, Amir Masoud Sodagar
    An efficient and online spike sorting algorithm for implantable BMIs, 2016
  24. "4th Basic and Clinical Neuro Science Congress"
    Hoda Sadeghzadeh bahnamiri, Hossein Hosseininezhad Mohebati
    A Computational Efficient Epileptic Seizure Prediction Approach Based on Preictal Feature Extraction, 2015
  25. "3rd Basic and Clinical Neuro Science Congress"
    Hossein Hosseininezhad Mohebati
    VLSI Digital Signal Processing for Implantable Neural Recording Microsystems, 2014
  26. "19th IEEE International Conference on Electronics Circuits and Systems (ICECS 2012)"
    Hossein Hosseininezhad Mohebati, Amir Masoud Sodagar, Mojtaba Lotfizad
    Data compression based on discrete cosine transform for implantable neural recording microsystems, 2012
  27. ""
    Hossein Hosseininezhad Mohebati
    Data Reduction Based on Walsh-Hadamard Transform for Implantable Neural Recording Microsystems, 2011