Deepak A. Mathaikutty

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 4

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Publications

Shamik Kundu, Arnab Raha, Deepak A. Mathaikutty, Kanad Basu
RASH: Reliable Deep Learning Acceleration using Sparsity-based Hardware. ISQED (2024)
Arnab Raha, Deepak A. Mathaikutty, Soumendu Kumar Ghosh, Shamik Kundu
FlexNN: A Dataflow-aware Flexible Deep Learning Accelerator for Energy-Efficient Edge Devices. CoRR (2024)
Soumendu Kumar Ghosh, Shamik Kundu, Arnab Raha, Deepak A. Mathaikutty, Vijay Raghunathan
HARVEST: Towards Efficient Sparse DNN Accelerators using Programmable Thresholds. VLSID (2024)
Arnab Raha, Soumendu Kumar Ghosh, Debabrata Mohapatra, Deepak A. Mathaikutty, Raymond Sung, Cormac Brick, Vijay Raghunathan
Special Session: Approximate TinyML Systems: Full System Approximations for Extreme Energy-Efficiency in Intelligent Edge Devices. ICCD (2021)