Computer Engineering Commons^™

Biochemical Reservoir Computing, Hoang Nguyen, Christof Teuscher

Student Research Symposium

Reservoir computing is an emerging machine learning paradigm. Compared to traditional feedforward neural networks, the reservoir can be unstructured and recurrent and only the output layer is trained. Reservoirs can be built with various types of physical components, yet, biochemical building blocks have not been widely used. This project focuses on designing and testing a reservoir computer (RC) based on chemical reaction network (CRN). We simulated high-level CRNs in MATLAB and their complex chemical dynamics were observed over time. A CRN constructed by a network of coupled deoxyribozyme oscillators was chosen for the final RC model. The inputs of the …

Radiation Source Localization By Using Backpropagation Neural Network, Jian Meng, Christof Teuscher, Walt Woods

Student Research Symposium

The most difficult part of the radiation localization is that we cannot use the traditional acoustic localization method to determine where the radiation source is. It’s mainly because the electromagnetic waves are totally different with the sound wave. From the expression of the radioactive intensity, we can tell that the intensity of radiation not only depend on the distance from the radiation but also related to the type of the nuclide. In general, the relationship between the intensity and the distance satisfy the inverse-square law, which is a non-linear relationship. In other words, if we can use the measurement and …

Factors Affecting Big Data Technology Adoption, Nayem Rahman

Student Research Symposium

With the advancement of computer science, hardware and software engineering, and computing power, and later with the advent of the internet, social networking tools and other sources such as sensors data growth has increased significantly. These data are called big data which are mostly unstructured, generated in large volumes, data need to be captured in near real-time. To handle big data a completely new set of tools and technologies are being emerged. I have studied big data literature to identify the factors that might influence big data adoption. I was able to list quite a few factors or attributes that …

Building A Better Computer For The Aging Generation, Gretchen Baird, Boryeon Kwon, Dylan Lasner, Parker Swensen, Zane Ross, Adrik Gurganus

PSU High School Innovation Challenge

The problem which we have ventured out to solve is that the aging community does not have easily accessible computers and technologies.

Lifebrace: The Advanced Health Tracking Wristband, Jeremy Ferrando, Dylan O'Brien, Daniel Ortiz, Jonah Paivarinta

PSU High School Innovation Challenge

Over 28 million Americans have diabetes or pre-diabetes. Every 33 seconds someone dies of heart disease, claiming more lives than AIDS and all forms of cancer combined. Falls are the leading cause of fatal and non fatal injuries to elderly people.

These problems require constant supervision and frequent treatments to keep a patient stable, and they all become more serious with age. People with diabetes, heart conditions, or other debilitating conditions need frequent check-ups, and are always in danger of accidents. They also often need frequent doses of medicine.

The only way that these conditions can be monitored properly is …

Tech For Arthritis, Alex Gaiovych, Anna Velikoretskikh, Ephraim Lee, Karl Stephenson, Kevin Wu, Miguel Campos, Veyda Campos

PSU High School Innovation Challenge

In an era where technological advances are made on almost a daily basis, there are still many people who aren’t able or are scared to use modern technology. While computers and phones get smarter and more powerful, they are also getting smaller and more precise. Trying to push a tiny button, either real or virtual, can be a real problem for those who suffer from arthritis.

According to www.arthritis.org, over 50 million people are diagnosed with arthritis, most of which are senior citizens. Many of these seniors don’t use technology to its full potential because they simply can’t. For some, …

Designing A Low Cost Prosthetic Arm Device, Samira Rezaei, Frank Fields, Tamara J. Depue

Student Research Symposium

The goal of the project is to build a functional low-cost prosthetic arm that is easily maintained. The focus is on prostheses that attach to the forearm. This design must perform daily life tasks such as picking up, holding and carrying objects while playing and working. To begin the design, a mechanical finger was built with wooden tongue depressors as bone material; rubber bands, string, and drinking straws as muscle material; and masking tape as ligament and tendon material. The length of each joint was set to the golden ratio. Using this method, a basic "hand" was created that could …