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Akash Sankhe

Papers on Lattice

1

Total citations

0

Topics

3

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Inference & Quantization (1)

Frequent co-authors

Sonu Kumar (1)Mukul Lokhande (1)Santosh Kumar Vishvakarma (1)

Papers (1)

Jun 8, 2026

IITJun 8, 2026

SPARX: Secure and Privacy-Aware Approximate CNN Acceleration with Edge RISC-V SoC

Achieving 51.7% area reduction and 81.5% power savings, SPARX redefines edge AI efficiency without compromising security or privacy.

Sonu Kumar, Akash Sankhe, Mukul Lokhande +1

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Inference & Quantization