F.A. (Farhad) Merchant, Dr

Faculteit Science and Engineering

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E-mail:

f.a.merchant rug.nl

Research Portal

Research interests

Hardware Security
Neuromorphic Computing
Algorithm-Architecture Co-design
Reconfigurable Computing
Computer Arithmetic

Publicaties

Dependable Neuromorphic Computing-in-Memory Architectures

Merchant, F., Bende, A., Fritscher, M., Kvatinsky, S., Singh, S., Rana, V., Dittmann, R., Swamy Reddy, K. D., Wenger, C., Mir, F. J., Taouil, M., Gomony, M. D., Hamdioui, S. & Corporaal, H., 1-jul.-2025, Proceedings - 2025 IEEE European Test Symposium, ETS 2025. Institute of Electrical and Electronics Engineers Inc., 10 blz. (Proceedings of the European Test Workshop).

Onderzoeksoutput: Conference contribution › › peer review

Neural in-memory checksums: An error detection and correction technique for safe in-memory inference

Parrini, L., Soliman, T., Hettwer, B., De La Parra, C., Borrmann, J. M., Singh, S., Bende, A., Rana, V., Merchant, F. & Wehn, N., 16-jan.-2025, In: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 383, 2288, 20230399.

Onderzoeksoutput: Article › › peer review

veriSiM: Formal Verification of Spice Netlists for MAGIC-Based Logic-in-Memory

Jha, C. K., Singh, S., Qayyum, K., Bende, A., Hassan, M., Rana, V., Merchant, F. & Drechsler, R., 25-jun.-2025, (Accepted/In press) In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 10 blz.

Onderzoeksoutput: Article › › peer review

A flexible and fast digital twin for RRAM systems applied for training resilient neural networks

Fritscher, M., Singh, S., Rizzi, T., Baroni, A., Reiser, D., Mallah, M., Hartmann, D., Bende, A., Kempen, T., Uhlmann, M., Kahmen, G., Fey, D., Rana, V., Menzel, S., Reichenbach, M., Krstic, M., Merchant, F. & Wenger, C., dec.-2024, In: Scientific Reports. 14, 1, 13 blz., 23695.

Onderzoeksoutput: Article › › peer review

Error Detection and Correction Codes for Safe In-Memory Computations

Parrini, L., Soliman, T., Hettwer, B., Borrmann, J. M., Singh, S., Bende, A., Rana, V., Merchant, F. & Wehn, N., 26-jun.-2024, 2024 IEEE European Test Symposium (ETS). IEEE, 4 blz.

Onderzoeksoutput: Conference contribution › › peer review

Experimental Validation of Memristor-Aided Logic Using 1T1R TaOx RRAM Crossbar Array

Bende, A., Singh, S., Jha, C. K., Kempen, T., Cüppers, F., Bengel, C., Zambanini, A., Nielinger, D., Patkar, S., Drechsler, R., Waser, R., Merchant, F. & Rana, V., 10-jan.-2024, 2024 37th International Conference on VLSI Design and 2024 23rd International Conference on Embedded Systems (VLSID). IEEE, blz. 565-570 6 blz. 10483456

Onderzoeksoutput: Conference contribution › › peer review

Harnessing Entropy: RRAM Crossbar-based Unified PUF and RNG

Rajendran, G., Zahoor, F., Thakker, S. S., Singh, S., Merchant, F., Rana, V. & Chattopadhyay, A., 10-jan.-2024, 2024 37th International Conference on VLSI Design and 2024 23rd International Conference on Embedded Systems (VLSID). IEEE, blz. 560-564 5 blz. 10483480

Onderzoeksoutput: Conference contribution › › peer review

Alle (67) publicaties

Bekijk volledig onderzoeksprofiel

F.A. (Farhad) Merchant, Dr

Research interests

Publicaties

Dependable Neuromorphic Computing-in-Memory Architectures

Neural in-memory checksums: An error detection and correction technique for safe in-memory inference

veriSiM: Formal Verification of Spice Netlists for MAGIC-Based Logic-in-Memory

A flexible and fast digital twin for RRAM systems applied for training resilient neural networks

Error Detection and Correction Codes for Safe In-Memory Computations

Experimental Validation of Memristor-Aided Logic Using 1T1R TaOx RRAM Crossbar Array

Harnessing Entropy: RRAM Crossbar-based Unified PUF and RNG

In-Memory Mirroring: Cloning Without Reading

MemSPICE: Automated Simulation and Energy Estimation Framework for MAGIC-Based Logic-in-Memory

PROMISE: A Programmable Hardware Monitor for Secure Execution in Zero Trust Networks