Foroozan Karimzadeh

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 10

Top Topics

Energy Efficient

Grand Challenges

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

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 (2024)
Foroozan Karimzadeh, Mohsen Imani, Bahar Asgari, Ningyuan Cao, Yingyan Lin, Yan Fang
Memory-Based Computing for Energy-Efficient AI: Grand Challenges. VLSI-SoC (2023)
Foroozan Karimzadeh, Arijit Raychowdhury
Towards Energy Efficient DNN accelerator via Sparsified Gradual Knowledge Distillation. VLSI-SoC (2022)
Foroozan Karimzadeh, Arijit Raychowdhury
Towards CIM-friendly and Energy-Efficient DNN Accelerator via Bit-level Sparsity. VLSI-SoC (2022)
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) (2022)
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) (2021)
Foroozan Karimzadeh, Arijit Raychowdhury
Memory and Energy Efficient Method Toward Sparse Neural Network Using LFSR Indexing. VLSI-SOC (2020)
Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury
Hardware-Aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices. ISCAS (2020)
Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury
Hardware-aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices. CoRR (2019)
Reza Boostani, Foroozan Karimzadeh, Mohammad Nami
A comparative review on sleep stage classification methods in patients and healthy individuals. Comput. Methods Programs Biomed. 140 (2017)
Foroozan Karimzadeh, Esmaeil Seraj, Reza Boostani, Mohammad Torabi-Nami
Presenting efficient features for automatic CAP detection in sleep EEG signals. TSP (2015)