Foroozan Karimzadeh

According to our database, Foroozan Karimzadeh authored at least 11 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Twofold Sparsity: Joint Bit- and Network-Level Sparsity for Energy-Efficient Deep Neural Network Using RRAM Based Compute-In-Memory.

Foroozan Karimzadeh, Arijit Raychowdhury

IEEE Access, 2024

2023

Hardware-Friendly Model Compression techniques for Deep Learning Accelerators.

Foroozan Karimzadeh

PhD thesis, 2023

Memory-Based Computing for Energy-Efficient AI: Grand Challenges.

Foroozan Karimzadeh, Mohsen Imani, Bahar Asgari, Ningyuan Cao, Yingyan Lin, Yan Fang

Proceedings of the 31st IFIP/IEEE International Conference on Very Large Scale Integration, 2023

2022

BitS-Net: Bit-Sparse Deep Neural Network for Energy-Efficient RRAM-Based Compute-In-Memory.

Foroozan Karimzadeh, Jong-Hyeok Yoon, Arijit Raychowdhury

IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Towards CIM-friendly and Energy-Efficient DNN Accelerator via Bit-level Sparsity.

Foroozan Karimzadeh, Arijit Raychowdhury

Proceedings of the 30th IFIP/IEEE 30th International Conference on Very Large Scale Integration, 2022

Towards Energy Efficient DNN accelerator via Sparsified Gradual Knowledge Distillation.

Foroozan Karimzadeh, Arijit Raychowdhury

Proceedings of the 30th IFIP/IEEE 30th International Conference on Very Large Scale Integration, 2022

2021

A Hardware-Friendly Approach Towards Sparse Neural Networks Based on LFSR-Generated Pseudo-Random Sequences.

Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

2020

Memory and Energy Efficient Method Toward Sparse Neural Network Using LFSR Indexing.

Foroozan Karimzadeh, Arijit Raychowdhury

Proceedings of the 28th IFIP/IEEE International Conference on Very Large Scale Integration, 2020

Hardware-Aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices.

Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2017

A comparative review on sleep stage classification methods in patients and healthy individuals.

Reza Boostani, Foroozan Karimzadeh, Mohammad Nami

Comput. Methods Programs Biomed., 2017

2015

Presenting efficient features for automatic CAP detection in sleep EEG signals.

Foroozan Karimzadeh, Esmaeil Seraj, Reza Boostani, Mohammad Torabi-Nami

Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015