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EdgeAI-Aware Design of In-Memory Computing Architectures

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Deep Learning Theory Through the Lens of Diagonal Linear Networks

Scott William Pesme

In this PhD manuscript, we explore optimisation phenomena which occur in complex neural networks through the lens of

2

-layer diagonal linear networks. This rudimentary architecture, which consists of a two layer feedforward linear network with a diagonal ...

EPFL2024

EdgeAI-Aware Design of In-Memory Computing Architectures

Graph Chatbot

Chattez avec Graph Search

Performing and Detecting Backdoor Attacks on Face Recognition Algorithms

COMMUNICATION LOWER BOUNDS AND OPTIMAL ALGORITHMS FOR MULTIPLE TENSOR-TIMES-MATRIX COMPUTATION

Coupling a recurrent neural network to SPAD TCSPC systems for real-time fluorescence lifetime imaging

Infusing structured knowledge priors in neural models for sample-efficient symbolic reasoning

Voices from the Frontline: Revealing the AI Practitioners' viewpoint on the European AI Act

Deep Learning Theory Through the Lens of Diagonal Linear Networks

Assessment framework for deepfake detection in real-world situations

Digital Twins of Stone Masonry Buildings for Damage Assessment

BiomedBench: A benchmark suite of TinyML biomedical applications for low-power wearables

X-Attack 2.0: The Risk of Power Wasters and Satisfiability Don’t-Care Hardware Trojans to Shared Cloud FPGAs

Performing and Detecting Backdoor Attacks on Face Recognition Algorithms

COMMUNICATION LOWER BOUNDS AND OPTIMAL ALGORITHMS FOR MULTIPLE TENSOR-TIMES-MATRIX COMPUTATION

Coupling a recurrent neural network to SPAD TCSPC systems for real-time fluorescence lifetime imaging

Infusing structured knowledge priors in neural models for sample-efficient symbolic reasoning

Voices from the Frontline: Revealing the AI Practitioners' viewpoint on the European AI Act

Assessment framework for deepfake detection in real-world situations

Deep Learning Theory Through the Lens of Diagonal Linear Networks

X-Attack 2.0: The Risk of Power Wasters and Satisfiability Don’t-Care Hardware Trojans to Shared Cloud FPGAs

Digital Twins of Stone Masonry Buildings for Damage Assessment

BiomedBench: A benchmark suite of TinyML biomedical applications for low-power wearables