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Lizy K. John

Shrinking the Giant : Quasi-Weightless Transformers for Low Energy Inference

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Nov 04, 2024
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Differentiable Weightless Neural Networks

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Oct 14, 2024
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ULEEN: A Novel Architecture for Ultra Low-Energy Edge Neural Networks

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Apr 20, 2023
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HLSDataset: Open-Source Dataset for ML-Assisted FPGA Design using High Level Synthesis

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Feb 17, 2023
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Weightless Neural Networks for Efficient Edge Inference

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Mar 03, 2022
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Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterization

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Sep 13, 2021
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Compute RAMs: Adaptable Compute and Storage Blocks for DL-Optimized FPGAs

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Jul 19, 2021
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Demystifying the MLPerf Benchmark Suite

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Aug 24, 2019
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