Chakrabarty, Krishnendu

1. Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise
   2021/09/12 by Xiaoxuan Yang, Yang, Xiaoxuan, Syrine Belakaria +13 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
2. Modeling Silicon-Photonic Neural Networks under Uncertainties
   2020/12/19 by Banerjee, Sanmitra, Nikdast, Mahdi, Chakrabarty, Krishnendu · 1 citation
   #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Optics (physics.optics)
3. ReGraphX: NoC-enabled 3D Heterogeneous ReRAM Architecture for Training Graph Neural Networks
   2021/02/16 by Arka, Aqeeb Iqbal, Joardar, Biresh Kumar, Doppa, Janardhan Rao +2 · 1 citation
   #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
4. SPICED: Syntactical Bug and Trojan Pattern Identification in A/MS Circuits using LLM-Enhanced Detection
   2024/08/25 by Jayeeta Chaudhuri, Dhruv Thapar, Chaudhuri, Jayeeta +7 · 3 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security #VLSI and Analog Circuit Testing
5. Block-Wise Mixed-Precision Quantization: Enabling High Efficiency for Practical ReRAM-based DNN Accelerators
   2023/10/17 by Xueying Wu, Wu, Xueying, Edward Hanson +21 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning and ELM
6. CHAMP: Coherent Hardware-Aware Magnitude Pruning of Integrated Photonic Neural Networks
   2021/12/11 by Sanmitra Banerjee, Banerjee, Sanmitra, Mahdi Nikdast +5 · 1 citation
   Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optical Network Technologies #Photonic and Optical Devices
7. Exploration of Low-Power Flexible Stress Monitoring Classifiers for Conformal Wearables
   2025/08/27 by Afentaki, Florentia, Nakkilla, Sri Sai Rakesh, Balaskas, Konstantinos +6 · 2 citations
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
8. Linkage Attacks Expose Identity Risks in Public ECG Data Sharing
   2025/08/20 by Wang, Ziyu, Khatibi, Elahe, Firouzi, Farshad +3 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Large Language Models and Attention-Based AI for Hardware Design and Security: Progress, Challenges, and Opportunities
   2025/04/11 by Sujan Ghimire, Ghimire, Sujan, Parsa Mirfasihi +20 · 2 citations
   Computer Science · #Embedded Systems Design Techniques #Physical Unclonable Functions (PUFs) and Hardware Security #cs.CR
10. LATENT: LLM-Augmented Trojan Insertion and Evaluation Framework for Analog Netlist Topologies
    2025/05/09 by Jayeeta Chaudhuri, Chaudhuri, Jayeeta, Arjun Chaudhuri +3 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Low-power high-performance VLSI design #Physical Unclonable Functions (PUFs) and Hardware Security