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Lukas Cavigelli

Boosting keyword spotting through on-device learnable user speech characteristics

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Mar 12, 2024
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On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems

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Mar 12, 2024
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Stella Nera: Achieving 161 TOp/s/W with Multiplier-free DNN Acceleration based on Approximate Matrix Multiplication

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Nov 16, 2023
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RL-based Stateful Neural Adaptive Sampling and Denoising for Real-Time Path Tracing

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Oct 05, 2023
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Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tile

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Sep 26, 2022
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Vau da muntanialas: Energy-efficient multi-die scalable acceleration of RNN inference

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Feb 14, 2022
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Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks

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Jan 10, 2022
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Sub-100uW Multispectral Riemannian Classification for EEG-based Brain--Machine Interfaces

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Dec 18, 2021
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Reinforcement Learning for Scalable Logic Optimization with Graph Neural Networks

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May 04, 2021
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ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network

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Mar 25, 2021
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