RESOURCES
SCALE Curriculum
ECE 695AH Lecture 1.3: Logistic Regression
Learn how logistic regression models classify data and support machine learning applications in engineering and analytics.
ECE 695AH Lecture 1.2: Linear Regression
Introduction to linear regression and how statistical models predict relationships between variables in engineering data.
ECE 695AH Lecture 1.1: Introduction to AI Hardware
Overview of artificial intelligence concepts and how AI workloads drive new semiconductor hardware architectures.
Tutorial to NeuroSim: A Versatile Benchmark Framework for AI Hardware
Learn how high electron mobility transistors (HEMTs) enable high-speed, high-frequency performance in modern semiconductor and microelectronics systems.
High Electron Mobility Transistors Lecture
Explore high electron mobility transistors (HEMTs) and their role in high-frequency and high-performance semiconductor devices.
SRIM 2008 Tool
Introduction to SRIM software for modeling ion interactions and radiation effects in semiconductor materials.
SCALE Vanderbilt Weekly Seminar Series
Weekly seminar series featuring research on microelectronics, semiconductor technologies, and radiation effects engineering.
Introduction to Radiation-Effects Engineering
Overview of radiation effects engineering and how radiation impacts semiconductor devices and electronic systems.
TCAD Device Simulation Demo: TID in a Capacitor
Demonstration of TCAD simulations modeling total ionizing dose radiation effects in semiconductor capacitors.
Technology Computer Aided Design (TCAD) Device Simulations Applied to TID Radiation Effects
Learn how TCAD simulations analyze total ionizing dose radiation effects in semiconductor devices.
Open-Source Circuit Radiation Effects (OSCRE) Simulation Framework
Overview of OSCRE, an open-source framework for simulating radiation effects in electronic circuits.
Mechanisms of Radiation-Induced Damage in Oxides for Nanophotonics
Explore how radiation damages oxide materials used in nanophotonic devices and semiconductor systems.
Radiation Effects on Nanophotonic Devices and Integrated Circuits for Space Missions
Learn how radiation impacts nanophotonic devices and integrated circuits used in space technologies.
Displacement Damage and Ionization Effects on Waveguide-Integrated Germanium-Silicon PIN Photodiodes
Study displacement damage and ionization effects in germanium-silicon photodiodes for advanced electronics.
The SCALE Trusted AI Technical Vertical
Explore TrustedAI research focused on reliable, secure, and trustworthy artificial intelligence systems.
Introduction to the SCALE RF/IC Technical Vertical
Overview of RF and optoelectronics technologies, exploring applications in communications, sensors, and advanced semiconductor systems.
The SCALE System-on-Chip (SoC) Technical Vertical
Explore system-on-chip design, integrating processors, memory, and specialized hardware into efficient semiconductor systems.
Introduction to Engineering with Microelectronics
Introductory resource explaining microelectronics fundamentals, semiconductor devices, and their role in modern electronics.
ECE 595Z Digital Systems Design Automation
Learn digital systems design automation techniques used to develop modern semiconductor and integrated circuit technologies.
Considerations for Radiation Effects in Heterogeneously Integrated and Packaged Microelectronics
Explore radiation effects challenges in heterogeneously integrated microelectronics and advanced semiconductor packaging.