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Binazir (Foroozan) Karimzadeh
Binazir (Foroozan) Karimzadeh
Postdoctoral Fellow, Georgia Institute of Technology
在 gatech.edu 的电子邮件经过验证
标题
引用次数
引用次数
年份
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
3402017
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
552018
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
332015
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
202017
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
172020
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
162020
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
142021
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
112017
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
62022
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
52020
Hardware-friendly model compression techniques for deep learning accelerators
F Karimzadeh
Georgia Institute of Technology, 2022
42022
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
42022
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
22023
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), 0
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