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Neural Networks

The purpose of this course is to introduce various aspects of the neural networks and neurocomputing. The course starts with an introduction to Learning Machines and analyzes various learning algorithms such as Hebbian, Grossberg's and Kohonen's learning algorithms. Some of the neural networks that will be studied in detail are: Backpropagation nets, Hopfield nets, Adaptive Resonance Theory, Adaline and Madalines, Kohonen's Self learning nets, BAMs, Neocognition, etc. Students will implement a minimum of three learning algorithms.

Earthquakes And Quantitative Reasoning

Earthquake phenomena will be introduced in a manner that will allow students to learn why, where, and how earthquakes occur using elements of fundamental topics in algebra and trigonometry. These quantitative foundations will be used to investigate the origins and hazards associated with earthquakes, as well as their societal implications in both the United States and developing world.

Senior Thesis Seminar

The course focuses on the development and refinement of independent research projects in the geological sciences. We will cover: critical reading of primary literature, quantitative computer techniques, effective library techniques, experimental design, and the art of effective scientific presentations. Students develop plans for individual research projects.

Senior Thesis Research

The course focuses on the completion and presentation of independent research projects in the geological sciences. The course meets in a seminar format where students will present and discuss results of their research projects. Students complete their individual research projects, including both written and oral presentations.

Remote Sensing And Aerial Photography

Geological applications of remote sensing methods including aerial photography and satellite imagery in the visible and infrared wavelengths to geologic structure, mapping, mineral exploration and mine reclamation. Principles of aerial photography, structural and false color enhancement systems, side looking radar, the production of photo mosaics and photo maps and the planning of exploration programs using remote sensing. Lecture, two hours; laboratory, two hours per week.

Geophysical Field Methods

An introduction to the principles and applications of geophysics in the field. The course will present the geophysical methods used to assess the configuration and physical properties of the Earth's subsurface, as well as to explore for natural resources. Designed for geology students science or engineering students without prior formal instruction in geophysics. To understand the discussions and exercises, the student should be familiar with first-year calculus and physics.

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