| A comparative review on sleep stage classification methods in patients and healthy individuals R Boostani, F Karimzadeh, M Nami Computer methods and programs in biomedicine 140, 77-91, 2017 | 320 | 2017 |
| A distributed classification procedure for automatic sleep stage scoring based on instantaneous electroencephalogram phase and envelope features F Karimzadeh, R Boostani, E Seraj, R Sameni IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (2 …, 2018 | 54 | 2018 |
| Presenting efficient features for automatic CAP detection in sleep EEG signals F Karimzadeh, E Seraj, R Boostani, M Torabi-Nami 2015 38th International Conference on Telecommunications and Signal …, 2015 | 33 | 2015 |
| Sleep microstructure dynamics and neurocognitive performance in obstructive sleep apnea syndrome patients F Karimzadeh, M Nami, R Boostani Journal of integrative neuroscience 16 (2), 127-142, 2017 | 20 | 2017 |
| A hardware-friendly approach towards sparse neural networks based on LFSR-generated pseudo-random sequences F Karimzadeh, N Cao, B Crafton, J Romberg, A Raychowdhury IEEE Transactions on Circuits and Systems I: Regular Papers 68 (2), 751-764, 2020 | 15 | 2020 |
| Hardware-aware pruning of dnns using lfsr-generated pseudo-random indices F Karimzadeh, N Cao, B Crafton, J Romberg, A Raychowdhury 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 12 | 2020 |
| Improved detection rate in motor imagery based bci systems using combination of robust analytic phase and envelope features E Seraj, F Karimzadeh 2017 Iranian Conference on Electrical Engineering (ICEE), 24-28, 2017 | 11 | 2017 |
| Bits-net: Bit-sparse deep neural network for energy-efficient rram-based compute-in-memory F Karimzadeh, JH Yoon, A Raychowdhury IEEE Transactions on Circuits and Systems I: Regular Papers 69 (5), 1952-1961, 2021 | 9 | 2021 |
| Memory and energy efficient method toward sparse neural network using lfsr indexing F Karimzadeh, A Raychowdhury 2020 IFIP/IEEE 28th International Conference on Very Large Scale Integration …, 2020 | 5 | 2020 |
| Towards Energy Efficient DNN accelerator via Sparsified Gradual Knowledge Distillation F Karimzadeh, A Raychowdhury 30th IFIP/IEEE International Conference on Very Large Scale Integration, 2022 | 4 | 2022 |
| Hardware-friendly model compression techniques for deep learning accelerators F Karimzadeh Georgia Institute of Technology, 2022 | 3 | 2022 |
| Towards CIM-friendly and Energy-Efficient DNN Accelerator via Bit-level Sparsity F Karimzadeh, A Raychowdhury 30th IFIP/IEEE International Conference on Very Large Scale Integration, 2022 | 3 | 2022 |
| Memory-Based Computing for Energy-Efficient AI: Grand Challenges F Karimzadeh, M Imani, B Asgari, N Cao, Y Lin, Y Fang 31th IFIP/IEEE International Conference on Very Large Scale Integration, 2023 | 1 | 2023 |
| Twofold Sparsity: Joint Bit-and Network-level Sparsity for Energy-efficient Deep Neural Network using RRAM Based Compute-In-Memory F Karimzadeh, A Raychowdhury IEEE Access, 2024 | | 2024 |
| CIM-Aware Quantization for Energy Efficient Generative AI Models F Karimzadeh, A Raychowdhury System and Architecture for Generative AI on the Edge/Mobile Platforms (SAGE), 2023 | | 2023 |
Reza BoostaniProfessor of Biomedical Engineering, CSE & IT Dept, ECE Faculty, Shiraz UniversityVerified email at shirazu.ac.ir
