Shubham Rai

According to our database, Shubham Rai authored at least 40 papers between 2018 and 2024.

Collaborative distances:

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

2024

Thwarting GNN-Based Attacks Against Logic Locking.

Armin Darjani, Nima Kavand, Shubham Rai, Akash Kumar

IEEE Trans. Inf. Forensics Secur., 2024

Accelerating Automated Driving and ADAS Using HW/SW Codesign.

Shubham Rai, Cecilia De la Parra, Martin Rapp, Jan Micha Borrmann, Nina Bretz, Stefan Metzlaff, Taha Soliman, Christoph Schorn

Proceedings of the 37th IEEE International System-on-Chip Conference, 2024

CoNAX: Towards Comprehensive Co-Design Neural Architecture Search Using HW Abstractions.

Yannick Braatz, Taha Soliman, Shubham Rai, Dennis Sebastian Rieber, Oliver Bringmann

Proceedings of the 35th IEEE International Conference on Application-specific Systems, 2024

2023

High-Flexibility Designs of Quantized Runtime Reconfigurable Multi-Precision Multipliers.

Yuhao Liu, Shubham Rai, Salim Ullah, Akash Kumar

IEEE Embed. Syst. Lett., December, 2023

Design of Energy-Efficient RFET-Based Exact and Approximate 4:2 Compressors and Multipliers.

Nima Kavand, Armin Darjani, Shubham Rai, Akash Kumar

IEEE Trans. Circuits Syst. II Express Briefs, September, 2023

Utilizing XMG-Based Synthesis to Preserve Self-Duality for RFET-Based Circuits.

Shubham Rai, Alessandro Tempia Calvino, Heinz Riener, Giovanni De Micheli, Akash Kumar

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., March, 2023

Formal Analysis of Camouflaged Reconfigurable Circuits.

Steffen Märcker, Michael Raitza, Shubham Rai, Giulio Galderisi, Thomas Mikolajick, Jens Trommer, Akash Kumar

Proceedings of the 21st IEEE Interregional NEWCAS Conference, 2023

Reconfigurable FET Approximate Computing-based Accelerator for Deep Learning Applications.

Raghul Saravanan, Sathwika Bavikadi, Shubham Rai, Akash Kumar, Sai Manoj Pudukotai Dinakarrao

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

NetPU-M: a Generic Reconfigurable Neural Network Accelerator Architecture for MLPs.

Yuhao Liu, Shubham Rai, Salim Ullah, Akash Kumar

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Design Enablement Flow for Circuits with Inherent Obfuscation based on Reconfigurable Transistors.

Jens Trommer, Niladri Bhattacharjee, Thomas Mikolajick, Sebastian Huhn, Marcel Merten, Mohammed E. Djeridane, Muhammad Hassan, Rolf Drechsler, Shubham Rai, Nima Kavand, Armin Darjani, Akash Kumar, V. Sessi, M. Drescher, S. Kolodinski, M. Wiatr

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Discerning Limitations of GNN-based Attacks on Logic Locking.

Armin Darjani, Nima Kavand, Shubham Rai, Akash Kumar

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Security Promises and Vulnerabilities in Emerging Reconfigurable Nanotechnology-Based Circuits.

Shubham Rai, Satwik Patnaik, Ansh Rupani, Johann Knechtel, Ozgur Sinanoglu, Akash Kumar

IEEE Trans. Emerg. Top. Comput., 2022

Efficient Privacy-Aware Federated Learning by Elimination of Downstream Redundancy.

Aditya Lohana, Ansh Rupani, Shubham Rai, Akash Kumar

IEEE Des. Test, 2022

SCRAMBLE: A Secure and Configurable, Memristor-Based Neuromorphic Hardware Leveraging 3D Architecture.

Nikhil Rangarajan, Satwik Patnaik, Mohammed Nabeel, Mohammed Ashraf, Shubham Rai, Gopal Raut, Heba Abunahla, Baker Mohammad, Santosh Kumar Vishvakarma, Akash Kumar, Johann Knechtel, Ozgur Sinanoglu

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

Securing Hardware through Reconfigurable Nano-Structures.

Nima Kavand, Armin Darjani, Shubham Rai, Akash Kumar

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

ENTANGLE: An Enhanced Logic-locking Technique for Thwarting SAT and Structural Attacks.

Armin Darjani, Nima Kavand, Shubham Rai, Mark Wijtvliet, Akash Kumar

Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

NetPU: Prototyping a Generic Reconfigurable Neural Network Accelerator Architecture.

Yuhao Liu, Shubham Rai, Salim Ullah, Akash Kumar

Proceedings of the International Conference on Field-Programmable Technology, 2022

Improving Technology Mapping for And-Inverter-Cones.

Martin Thümmler, Shubham Rai, Akash Kumar

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Exploring Standard-Cell Designs for Reconfigurable Nanotechnologies: A Formal Approach.

Michael Raitza, Steffen Märcker, Shubham Rai, Akash Kumar

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

DELTA: DEsigning a stealthy trigger mechanism for analog hardware trojans and its detection analysis.

Nishant Gupta, Mohil Sandip Desai, Mark Wijtvliet, Shubham Rai, Akash Kumar

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

A Versatile Mapping Approach for Technology Mapping and Graph Optimization.

Alessandro Tempia Calvino, Heinz Riener, Shubham Rai, Akash Kumar, Giovanni De Micheli

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021

Correction to "RECON: Resource-Efficient CORDIC-Based Neuron Architecture".

Gopal Raut, Shubham Rai, Santosh Kumar Vishvakarma, Akash Kumar

IEEE Open J. Circuits Syst., 2021

RECON: Resource-Efficient CORDIC-Based Neuron Architecture.

Gopal Raut, Shubham Rai, Santosh Kumar Vishvakarma, Akash Kumar

IEEE Open J. Circuits Syst., 2021

A Survey of FPGA Logic Cell Designs in the Light of Emerging Technologies.

Shubham Rai, Pallab Nath, Ansh Rupani, Santosh Kumar Vishvakarma, Akash Kumar

IEEE Access, 2021

END-TRUE: Emerging Nanotechnology-Based Double-Throughput True Random Number Generator.

Shubham Rai, Nishant Gupta, Abhiroop Bhattacharjee, Ansh Rupani, Michael Raitza, Jens Trommer, Thomas Mikolajick, Akash Kumar

Proceedings of the VLSI-SoC: Technology Advancement on SoC Design, 2021

Metastability with Emerging Reconfigurable Transistors: Exploiting Ambipolarity for Throughput.

Abhiroop Bhattacharjee, Shubham Rai, Ansh Rupani, Michael Raitza, Akash Kumar

Proceedings of the 29th IFIP/IEEE International Conference on Very Large Scale Integration, 2021

RL-Guided Runtime-Constrained Heuristic Exploration for Logic Synthesis.

Yasasvi V. Peruvemba, Shubham Rai, Kapil Ahuja, Akash Kumar

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Exploring Physical Synthesis for Circuits based on Emerging Reconfigurable Nanotechnologies.

Andreas Krinke, Shubham Rai, Akash Kumar, Jens Lienig

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Preserving Self-Duality During Logic Synthesis for Emerging Reconfigurable Nanotechnologies.

Shubham Rai, Heinz Riener, Giovanni De Micheli, Akash Kumar

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization.

Shubham Rai, Walter Lau Neto, Yukio Miyasaka, Xinpei Zhang, Mingfei Yu, Qingyang Yi, Masahiro Fujita, Guilherme B. Manske, Matheus F. Pontes, Leomar S. da Rosa, Marilton S. de Aguiar, Paulo F. Butzen, Po-Chun Chien, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan, Brunno A. Abreu, Isac de Souza Campos, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho, Mateus Grellert, Sergio Bampi, Aditya Lohana, Akash Kumar, Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu, Yuan Zhou, Jordan Dotzel, Yichi Zhang, Hanyu Wang, Zhiru Zhang, Valerio Tenace, Pierre-Emmanuel Gaillardon, Alan Mishchenko, Satrajit Chatterjee

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Perspectives on Emerging Computation-in-Memory Paradigms.

Shubham Rai, Mengyun Liu, Anteneh Gebregiorgis, Debjyoti Bhattacharjee, Krishnendu Chakrabarty, Said Hamdioui, Anupam Chattopadhyay, Jens Trommer, Akash Kumar

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Vertical IP Protection of the Next-Generation Devices: Quo Vadis?

Shubham Rai, Siddharth Garg, Christian Pilato, Vladimir Herdt, Elmira Moussavi, Dominik Sisejkovic, Ramesh Karri, Rolf Drechsler, Farhad Merchant, Akash Kumar

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

A CORDIC Based Configurable Activation Function for ANN Applications.

Gopal Raut, Shubham Rai, Santosh Kumar Vishvakarma, Akash Kumar

Proceedings of the 2020 IEEE Computer Society Annual Symposium on VLSI, 2020

DiSCERN: Distilling Standard-Cells for Emerging Reconfigurable Nanotechnologies.

Shubham Rai, Michael Raitza, Siva Satyendra Sahoo, Akash Kumar

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019

Designing Efficient Circuits Based on Runtime-Reconfigurable Field-Effect Transistors.

Shubham Rai, Jens Trommer, Michael Raitza, Thomas Mikolajick, Walter M. Weber, Akash Kumar

IEEE Trans. Very Large Scale Integr. Syst., 2019

Hardware Watermarking Using Polymorphic Inverter Designs Based On Reconfigurable Nanotechnologies.

Shubham Rai, Ansh Rupani, Pallab Nath, Akash Kumar

Proceedings of the 2019 IEEE Computer Society Annual Symposium on VLSI, 2019

Exploiting Emerging Reconfigurable Technologies for Secure Devices.

Ansh Rupani, Shubham Rai, Akash Kumar

Proceedings of the 22nd Euromicro Conference on Digital System Design, 2019

2018

Emerging reconfigurable nanotechnologies: can they support future electronics?

Shubham Rai, Srivatsa Rangachar Srinivasa, Patsy Cadareanu, Xunzhao Yin, Xiaobo Sharon Hu, Pierre-Emmanuel Gaillardon, Vijaykrishnan Narayanan, Akash Kumar

Proceedings of the International Conference on Computer-Aided Design, 2018

A physical synthesis flow for early technology evaluation of silicon nanowire based reconfigurable FETs.

Shubham Rai, Ansh Rupani, Dennis Walter, Michael Raitza, Andre Heinzig, Tim Baldauf, Jens Trommer, Christian Mayr, Walter M. Weber, Akash Kumar

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Technology mapping flow for emerging reconfigurable silicon nanowire transistors.

Shubham Rai, Michael Raitza, Akash Kumar

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018