Publications

• Shashank Nag, Alan T.L. Bacellar, Zachary Susskind, Anshul Jha, Logan Liberty, Aishwarya Sivakumar, Eugene John, Krishnan Kailas, Priscila Lima, Neeraja Yadwadkar, Felipe Franca and Lizy K. John, “LL-ViT: Edge Deployable Vision Transformers with Look Up Table Neurons”, 24th International Conference on Field Programmable Technology (FPT) 2025, Shanghai, China.
• Mugdha Jadhao, Alan T.L. Bacellar, Shashank Nag, Igor D.S. Miranda, Felipe M.G. Franca, and Lizy K. John, “Hybrid Weightless Neural Networks for Efficient Edge Inference”, 35th International Conference on Field-Programmable Logic and Applications (FPL) 2025, Leiden, Netherlands.
• Alan T.L. Bacellar, Mugdha Jadhao, Shashank Nag, Priscila Lima, Felipe MG Franca, and Lizy K John, “nanoML for Human Activity Recognition”, accepted at Edge AI Symposium 2025, Austin, TX.
• Shashank Nag, Logan Liberty, Aishwarya Sivakumar, Neeraja J. Yadwadkar and Lizy K John, “Lightweight Vision Transformers for Low Energy Edge Inference”, accepted at ML for Computer Architecture and Systems (MLArchSys) Workshop 2024, colocated at the IEEE International Symposium on Computer Architecture (ISCA) 2024, Buenos Aires, Argentina.
• Shashank Nag, Zachary Susskind, Aman Arora, Allan T.L. Bacellar, Diego L.C. Dutra, Igor D.S. Miranda, Krishnan Kailas, Eugene B. John, Mauricio Breternitz Jr., Priscila M. V. Lima, Felipe M. G. Franca and Lizy K. John, “LogicNets vs. ULEEN : Comparing two novel high throughput edge ML inference techniques on FPGA”, accepted at IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS) 2024, Springfield, MA.
• Shashank Nag, Gourav Datta, Souvik Kundu, Nitin Chandrachoodan, Peter A. Beerel, “ViTA : a Vision Transformer Inference Accelerator for Edge Applications”, accepted at IEEE International Symposium on Circuits and Systems (ISCAS) 2023, Monterey, CA.

You can also find my articles on my Google Scholar profile.