ESE Thesis Defense: Cassiano Becker
Title: “Data-Driven Modeling, Analysis and Design of Networked Dynamical Systems with Applications in Neuroscience” Abstract: In this thesis, we provide contributions to the modeling, analysis and design of networked dynamical […]
ESE Seminar: “Foundations of Deep Learning and Applications in Medicine”
Abstract: Recent advances in machine learning, computer vision, natural language processing, and robotics, offer a tremendous opportunity to transform medicine, from reactive and hospital centered to proactive and patient-centered. To […]
ESE Doctoral Dissertation Defense: “IMU-Based State Estimation and Control of Quadrotors Leveraging Aerodynamic Effects”
Abstract: Quadrotors and multirotors in general are common in many inspection and surveillance applications. For these applications, visual-inertial odometry is a common way to localize the vehicles and observe the […]
ESE Seminar: “Management Strategies for Hyperscale Datacenters”
Abstract: Hyperscale datacenters provide critical infrastructure for the information economy, refining data to extract value. Sharing datacenters improves energy efficiency but whether strategic users participate depends on management policies. I address […]
ESE Faculty Hosted Talk: “Deep Learned Optical Multiplexing for Microscopy”
Abstract: Fourier ptychographic microscopy is a technique that achieves a high space-bandwidth product, i.e. high resolution and high field-of-view. In Fourier ptychographic microscopy, variable illumination patterns are used to collect […]
ESE Seminar: “Enabling the SmartGrid with IoT Sensors and Edge-Cloud Analytics”
Abstract: Wireless sensors and edge-cloud analytics have the potential to gather and process vast amounts of data about the physical world, offering radical new insights about everything from critical infrastructure […]
Sigma Aldrich Lecture: “Epitaxy by Design: Epitaxial Growth of Dissimilar Materials”
Abstract: The ability to integrate dissimilar materials with different crystal structures and properties enables heterostructures to be developed with new functionality well beyond the normal band gap engineering offered by […]
MEAM Seminar: “Engineering Microdevices Using Atomic Layer Deposition and Electrowetting”
This talk will cover 1) devices created one atomic layer at a time and 2) electrowetting optical elements. Atomic layer deposition (ALD) and Atomic Layer Etching (ALE) are self-limiting processes […]
ESE Seminar: “Beyond Supervised Learning for Biomedical Imaging”
Abstract: Today, many biomedical imaging tasks, such as 3D reconstruction, denoising, detection, registration, and segmentation, are solved with machine learning techniques. In this talk, I will present a flexible learning-based […]
ESE Seminar: “AI and Intelligent IC/Accelerator Design: A Synergistic Approach”
The recent artificial intelligence (AI) boom has been largely driven by three confluence forces: algorithms, big data, and computing power enabled by modern integrated circuits (ICs) including specialized AI accelerators. […]