Publications
R. Joshi, D. Tsivkovski, M. Drivas, and M. Etezad, “Empowering STEM Learning through Inclusive Braille- Based Technologies.” In South Pacific Educators in Vision Impairment (SPEVI) Conference, 2025.
D. Tsivkovski, M. Drivas, R. Joshi, and M. Etezad, “Development of Interactive Games on an Affordable Braille Display.” In 2025 Assistive Technology Industry Association (ATIA) Conference, 2025.
M. Etezad, R. Joshi, R. Alexander, and F. L. Cibrian, “3D-Printed Models for Optimizing Tactile Braille & Shape Display.” In IEEE Transactions on Haptics, 2024 .
R. Joshi, R. S. Somesula, and S. Katkoori, “Edge-Driven Intelligence: A Hybrid Machine Learning Strategy for IoT Edge Nodes.” In IEEE International Conference on Cyber physical Systems, Power Electronics and Electric Vehicles (ICPEEV), 2023.
R. Joshi, R. S. Somesula, and S. Katkoori, “Empowering Resource-Constrained IoT Edge Devices: A Hybrid Approach for Edge Data Analysis.” In IFIP International Internet of Things Conference, pp. 168-181. Cham: Springer Nature Switzerland, 2023.
L. K. Kalyanam, R. Joshi, and S. Katkoori, “Layer-Wise Filter Thresholding Based CNN Pruning for Efficient IoT Edge Implementations.” In IFIP International Internet of Things Conference, pp. 76-93. Cham: Springer Nature Switzerland, 2023.
R. Joshi, L. K. Kalyanam, and S. Katkoori, “Simulated Annealing Based Area Optimization of Multilayer Perceptron Hardware for IoT Edge Devices.” In IFIP International Internet of Things Conference, pp. 34-47. Cham: Springer Nature Switzerland, 2023.
S. Somesula, R. Joshi, and S. Katkoori, “On Feasibility of Decision Trees for Edge Intelligence in Highly Constrained Internet-of-Things (IoT).” In Proceedings of the Great Lakes Symposium on VLSI 2023, pp. 217-218. 2023.
R. Joshi, L. K. Kalyanam, and S. Katkoori, “Area Efficient VLSI ASIC Implementation of Multilayer Perceptrons.” In 2023 International VLSI Symposium on Technology, Systems and Applications (VLSI-TSA/VLSI-DAT), pp. 1-4. IEEE, 2023.
R. Joshi, L. K. Kalyanam, and S. Katkoori, “Simulated Annealing Based Integerization of Hidden Weights for Area-Efficient IoT Edge Intelligence.” In 2022 IEEE International Symposium on Smart Electronic Systems (iSES), pp. 427-432. IEEE, 2022.
L. K. Kalyanam, R. Joshi, and S. Katkoori, “Range Based Hardware Optimization of Multilayer Perceptrons with RELUs.” In 2022 IEEE International Symposium on Smart Electronic Systems (iSES), pp. 421-426. IEEE, 2022.
R. Joshi, M. A. Zaman, and S. Katkoori, “Fast Sobel Edge Detection for IoT Edge Devices.” In SN Computer Science 3, no. 4 (2022): 302.
M. A. Zaman, R. Joshi, and S. Katkoori, “Early Design Space Exploration Framework for Memristive Crossbar Arrays.” In ACM Journal on Emerging Technologies in Computing Systems (JETC) 18, no. 2 (2022): 1-26.
R. Joshi, M. A. Zaman, and S. Katkoori, “Novel Bit-Sliced Near-Memory Computing Based VLSI Architecture for Fast Sobel Edge Detection in IoT Edge Devices.” In 2020 IEEE International Symposium on Smart Electronic Systems (iSES)(Formerly iNiS), pp. 291-296. IEEE, 2020.
M. A. Zaman, R. Joshi, and S. Katkoori, “High Level Modeling of Memristive Crossbar Arrays.” In 2020 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), pp. 524-529. IEEE, 2020.
M. A. Zaman, R. Joshi, and S. Katkoori, “Analysis of Radiation Impact on Memristive Crossbar Arrays.” In 2020 IEEE 11th Latin American Symposium on Circuits & Systems (LASCAS), pp. 1-4. IEEE, 2020.
M. A. Zaman, R. Joshi, and S. Katkoori, “Optimizing Performance and Energy Overheads Due to Fanout in In-Memory Computing Systems.” In Revised and Extended Selected Papers 26, pp. 147-166. Springer International Publishing, 2019.