Picture for Lukas Cavigelli

Lukas Cavigelli

On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems

Add code
Mar 12, 2024
Viaarxiv icon

Boosting keyword spotting through on-device learnable user speech characteristics

Add code
Mar 12, 2024
Viaarxiv icon

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

Add code
Nov 16, 2023
Viaarxiv icon

RL-based Stateful Neural Adaptive Sampling and Denoising for Real-Time Path Tracing

Add code
Oct 05, 2023
Viaarxiv icon

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

Add code
Sep 26, 2022
Figure 1 for Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tile
Figure 2 for Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tile
Figure 3 for Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tile
Figure 4 for Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tile
Viaarxiv icon

Vau da muntanialas: Energy-efficient multi-die scalable acceleration of RNN inference

Add code
Feb 14, 2022
Viaarxiv icon

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

Add code
Jan 10, 2022
Figure 1 for Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks
Figure 2 for Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks
Figure 3 for Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks
Figure 4 for Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks
Viaarxiv icon

Sub-100uW Multispectral Riemannian Classification for EEG-based Brain--Machine Interfaces

Add code
Dec 18, 2021
Figure 1 for Sub-100uW Multispectral Riemannian Classification for EEG-based Brain--Machine Interfaces
Figure 2 for Sub-100uW Multispectral Riemannian Classification for EEG-based Brain--Machine Interfaces
Figure 3 for Sub-100uW Multispectral Riemannian Classification for EEG-based Brain--Machine Interfaces
Figure 4 for Sub-100uW Multispectral Riemannian Classification for EEG-based Brain--Machine Interfaces
Viaarxiv icon

Reinforcement Learning for Scalable Logic Optimization with Graph Neural Networks

Add code
May 04, 2021
Figure 1 for Reinforcement Learning for Scalable Logic Optimization with Graph Neural Networks
Figure 2 for Reinforcement Learning for Scalable Logic Optimization with Graph Neural Networks
Figure 3 for Reinforcement Learning for Scalable Logic Optimization with Graph Neural Networks
Viaarxiv icon

ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network

Add code
Mar 25, 2021
Figure 1 for ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network
Figure 2 for ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network
Figure 3 for ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network
Viaarxiv icon