Iraklis Anagnostopoulos

Associate Professor

Southern Illinois University

United States

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Articles (14)

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2024

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2024

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2024

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2021

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2021

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2021

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2021

Collaborators (3)

Kostas Siozios

Associate Professor

Aristotle University of Thessaloniki

GREECE

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Hussam Amrouch

Professor and Head of the Chair of AI Processor Design

Technical University of Munich

GERMANY

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Eirini Eleni Tsiropoulou

University of New Mexico

UNITED STATES

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Iraklis Anagnostopoulos

Research Interests

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Articles (14)

Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization

Deep Learning Powered Identification of Differentiated Early Mesoderm Cells from Pluripotent Stem Cells

Balancing Throughput and Fair Execution of Multi-DNN Workloads on Heterogeneous Embedded Devices

Pythia: An Edge First Agent for State Prediction in High-Dimensional Environments

Targeting DNN Inference Via Efficient Utilization of Heterogeneous Precision DNN Accelerators

Dynamic Image Difficulty-Aware DNN Pruning

Energy-Efficient DNN Inference on Approximate Accelerators Through Formal Property Exploration

Thermal-Aware Design for Approximate DNN Accelerators

A Pressure-Aware Policy for Contention Minimization on Multicore Systems

Energy Efficient Edge Computing Enabled by Satisfaction Games and Approximate Computing

Edge-First Resource Management for Video-Based Applications: A Face Detection Use Case

Efficient Deployment of Spiking Neural Networks on SpiNNaker Neuromorphic Platform

Online frequency-based performance and power estimation for clustered multi-processor systems

Impact of NCFET on Neural Network Accelerators

Collaborators (3)

Kostas Siozios

Hussam Amrouch

Eirini Eleni Tsiropoulou

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