Search for tag: "gtneuro seminar series"

Johannes Schmidt-Hieber - Mathematics for Deep Neural Networks: Advantages of Additional Layers (Lecture 3/5)

Why are deep networks better than shallow networks? We provide a survey of the existing ideas in the literature. In particular, we discuss localization of deep networks, functions that can be easily…

From  Kathryn Gentilello 9 Hours ago 0 views 0  

Bernard Kippelen - Organic Semiconductors in the Fourth Industrial Revolution

In this talk, we will discuss how printable organic conjugated semiconducting molecules and polymers are creating new disruptive technologies that are impacting all industries. We will present recent…

From  Kathryn Gentilello 9 Hours ago 0 views 0  

Carlos Brody - Neural Circuit Mechanisms Underlying Cognition in Rats

I will describe studies of the neural bases of cognitive processes. Rodents, mostly rats, are trained to perform behaviors that lend themselves to quantitative modeling that can help identify and…

From  Kathryn Gentilello 9 Hours ago 0 views 0  

Shelby Allen - A Tale of Two Tasks: Designing and Validating Secure Software

Secure software development can be categorized into two major tasks: designing secure software and validating secure software. In this talk, we will review both categories as well as some resources…

From  Kathryn Gentilello 5 Days ago 5 views 0  

Johannes Schmidt-Hieber - Mathematics for Deep Neural Networks : Theory for shallow networks (Lecture 2/5)

We start with the universal approximation theorem and discuss several proof strategies that provide some insights into functions that can be easily approximated by shallow networks. Based on this, a…

From  Kathryn Gentilello 5 Days ago 2 views 0  

Thomas C. Reeves - How Educational Design Research Can Help Win the Race Between Human Learning and Machine Learning

Over the past 25 years, major advances have been made in the development of machine learning, also referred to as "deep learning," a branch of artificial intelligence (AI) whereby computers…

From  Kathryn Gentilello 5 Days ago 1 views 0  

Mikyoung Kim - Navigating the Art & Science of the Landscape

Mikyoung Kim shares the work of the Mikyoung Kim Design firm and their research and development of landscapes that focus on environmental and physiological health and well being in the public realm…

From  Kathryn Gentilello A week ago 5 views 0  

Fumin Zhang - Mobile Data Collection in an Aquatic Environment: Cyber Maritime Cycles for Distributed Autonomy

There is a perceivable trend for robots to serve as networked mobile sensing platforms that are able to collect data in aquatic environments in unprecedented ways. We argue that the effective…

From  Kathryn Gentilello A week ago 3 views 0  

Michael Brown - Improving Security Through Software Debloating

As software security breaches continue to increase in frequency and sophistication, there has been an increase in the research and development of new methods for improving software security. One such…

From  Kathryn Gentilello A week ago 8 views 0