Jebacyril Arockiaraj

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Computer Vision (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

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Dhruv Parikh (1)Viktor K. Prasanna (1)

Papers (1)

Apr 23, 2026

Jebacyril Arockiaraj +21w ago

ImageHD: Energy-Efficient On-Device Continual Learning of Visual Representations via Hyperdimensional Computing

Edge devices can now learn continuously from visual data with 40x faster speed and 380x better energy efficiency, thanks to a novel FPGA accelerator design.

Jebacyril Arockiaraj, Dhruv Parikh, Viktor K. Prasanna

Computer Vision Inference & Quantization Training Efficiency & Optimization

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Jebacyril Arockiaraj

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)