| 2025 | HiPC | MATANALYZE - A Custom Accelerator Generator for Sparse Dense and Dense Sparse Matrix Multiplication. | Mohammed Sahel, Disha Kiran D, M. R. Ashuthosh, Madhura Purnaprajna |
| 2025 | HiPC | PARISCV: A RISC-V Profiler for Application-Specific Hardware Optimization. | Spoorthi S, M. R. Ashuthosh, Bharadhwaj K, Vinay Reddy, Madhura Purnaprajna |
| 2025 | VLSID | Optimization of Sub-Threshold Standard Cells for Energy Efficient Designs. | Vardhan Suroshi, Karthik B. K, Vikram Kannur, Vinay Reddy, Madhura Purnaprajna |
| 2022 | VLSID | MAPPARAT: A Resource Constrained FPGA-Based Accelerator for Sparse-Dense Matrix Multiplication. | M. R. Ashuthosh, Santosh Krishna, Vishvas Sudarshan, Srinivasan Subramaniyan, Madhura Purnaprajna |
| 2021 | VLSID | Demystifying Compression Techniques in CNNs: CPU, GPU and FPGA cross-platform analysis. | Remya Ramakrishnan, Aditya K. V. Dev, Darshik A. S, Renuka Chinchwadkar, Madhura Purnaprajna |
| 2020 | FCCM | Gbit/s Non-Binary LDPC Decoders: High-Throughput using High-Level Specifications. | Oscar Ferraz, Srinivasan Subramaniyan, Guohui Wang, Joseph R. Cavallaro, Gabriel Falco, Madhura Purnaprajna |
| 2019 | VLSID | k-Core: Hardware Accelerator for k-Mer Generation and Counting used in Computational Genomics. | Simmi M. Bose, Varsha S. Lalapura, S. Saravanan, Madhura Purnaprajna |
| 2018 | CASES | Performance modeling for data distribution in heterogeneous computing systems: work in progress. | Vanishree K, Madhura Purnaprajna |
| 2018 | VLSID | TileNET: Scalable Architecture for High-Throughput Ternary Convolution Neural Networks Using FPGAs. | Sahu Sai Vikram, Vibha Panty, Mihir Mody, Madhura Purnaprajna |
| 2015 | FPL | Enabling seamless execution on hybrid CPU/FPGA systems: Challenges & directions. | Meena Belwal, Madhura Purnaprajna, T. S. B. Sudarshan |
| 2013 | FCCM | A Case for Heterogeneous Technology-Mapping: Soft Versus Hard Multiplexers. | Madhura Purnaprajna, Paolo Ienne |
| 2013 | FPGA | Shadow AICs: reaping the benefits of and-inverter cones with minimal architectural impact (abstract only). | Hadi Parandeh-Afshar, Grace Zgheib, David Novo, Madhura Purnaprajna, Paolo Ienne |
| 2013 | FPL | Shadow And-Inverter Cones. | Hadi Parandeh-Afshar, Grace Zgheib, David Novo, Madhura Purnaprajna, Paolo Ienne |
| 2012 | FCCM | Shortening Design Time through Multiplatform Simulations with a Portable OpenCL Golden-model: The LDPC Decoder Case. | Gabriel Falco, Muhsen Owaida, David Novo, Madhura Purnaprajna, Nikolaos Bellas, Christos D. Antonopoulos, Georgios Karakonstantis, Andreas Burg, Paolo Ienne |
| 2008 | DATE | Power Aware Reconfigurable Multiprocessor for Elliptic Curve Cryptography. | Madhura Purnaprajna, Christoph Puttmann, Mario Porrmann |