Kartik Prabhu

All Publications

• MINOTAUR: A Posit-Based 0.42-0.50-TOPS/W Edge Transformer Inference and Training Accelerator IEEE JOURNAL OF SOLID-STATE CIRCUITS Prabhu, K., Radway, R. M., Yu, J., Bartolone, K., Giordano, M., Peddinghaus, F., Urman, Y., Khwa, W., Chih, Y., Chang, M., Mitra, S., Raina, P. 2025; 60 (4): 1311-1323

  View details for DOI 10.1109/JSSC.2025.3545731

  View details for Web of Science ID 001456403900020

• 8-bit Transformer Inference and Fine-tuning for Edge Accelerators Yu, J., Prabhu, K., Urman, Y., Radway, R. M., Han, E., Raina, P., ACM ASSOC COMPUTING MACHINERY. 2024: 5-21

  View details for DOI 10.1145/3620666.3651368

  View details for Web of Science ID 001481645600005

• Ultra-Dense 3D Physical Design Unlocks New Architectural Design Points with Large Benefits Srimani, T., Radway, R. M., Kim, J., Prabhu, K., Rich, D., Gilardi, C., Raina, P., Shulaker, M., Lim, S., Mitra, S., IEEE IEEE. 2023

  View details for Web of Science ID 001027444200118

• CHIMERA: A 0.92-TOPS, 2.2-TOPS/W Edge AI Accelerator With 2-MByte On-Chip Foundry Resistive RAM for Efficient Training and Inference IEEE JOURNAL OF SOLID-STATE CIRCUITS Prabhu, K., Gural, A., Khan, Z. F., Radway, R. M., Giordano, M., Koul, K., Doshi, R., Kustin, J. W., Liu, T., Lopes, G. B., Turbiner, V., Khwa, W., Chih, Y., Chang, M., Lallement, G., Murmann, B., Mitra, S., Raina, P. 2022

  View details for DOI 10.1109/JSSC.2022.3140753

  View details for Web of Science ID 000750226200001

• A Full-Stack Search Technique for Domain Optimized Deep Learning Accelerators Zhang, D., Huda, S., Songhori, E., Prabhu, K., Quoc Le, Goldie, A., Mirhoseini, A., Falsafi, B., Ferdman, M., Lu, S., Weinisch, T. ASSOC COMPUTING MACHINERY. 2022: 27-42

  View details for DOI 10.1145/3503222.3507767

  View details for Web of Science ID 000810486300003