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2020 – today
- 2024
[j4]Foroozan Karimzadeh
, Arijit Raychowdhury:
Twofold Sparsity: Joint Bit- and Network-Level Sparsity for Energy-Efficient Deep Neural Network Using RRAM Based Compute-In-Memory. IEEE Access 12: 35125-35134 (2024)- 2023
- [b1]Foroozan Karimzadeh:
Hardware-Friendly Model Compression techniques for Deep Learning Accelerators. Georgia Institute of Technology, Atlanta, GA, USA, 2023 - [c6]Foroozan Karimzadeh, Mohsen Imani, Bahar Asgari, Ningyuan Cao, Yingyan Lin, Yan Fang:
Memory-Based Computing for Energy-Efficient AI: Grand Challenges. VLSI-SoC 2023: 1-8 - 2022
- [j3]Foroozan Karimzadeh, Jong-Hyeok Yoon, Arijit Raychowdhury:
BitS-Net: Bit-Sparse Deep Neural Network for Energy-Efficient RRAM-Based Compute-In-Memory. IEEE Trans. Circuits Syst. I Regul. Pap. 69(5): 1952-1961 (2022) - [c5]Foroozan Karimzadeh, Arijit Raychowdhury:
Towards Energy Efficient DNN accelerator via Sparsified Gradual Knowledge Distillation. VLSI-SoC 2022: 1-6 - [c4]Foroozan Karimzadeh, Arijit Raychowdhury:
Towards CIM-friendly and Energy-Efficient DNN Accelerator via Bit-level Sparsity. VLSI-SoC 2022: 1-2 - 2021
- [j2]Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury:
A Hardware-Friendly Approach Towards Sparse Neural Networks Based on LFSR-Generated Pseudo-Random Sequences. IEEE Trans. Circuits Syst. I Regul. Pap. 68(2): 751-764 (2021) - 2020
- [c3]Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury:
Hardware-Aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices. ISCAS 2020: 1-5 - [c2]Foroozan Karimzadeh, Arijit Raychowdhury:
Memory and Energy Efficient Method Toward Sparse Neural Network Using LFSR Indexing. VLSI-SOC 2020: 206-207
2010 – 2019
- 2019
- [i1]Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury:
Hardware-aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices. CoRR abs/1911.04468 (2019) - 2017
- [j1]Reza Boostani, Foroozan Karimzadeh, Mohammad Nami:
A comparative review on sleep stage classification methods in patients and healthy individuals. Comput. Methods Programs Biomed. 140: 77-91 (2017) - 2015
- [c1]Foroozan Karimzadeh, Esmaeil Seraj, Reza Boostani, Mohammad Torabi-Nami:
Presenting efficient features for automatic CAP detection in sleep EEG signals. TSP 2015: 448-452
Coauthor Index
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