On the Fredholm Index (Essay III)

In the previous essays, we discussed operators and the hierarchy of Topological spaces on which they may act. Now we will begin connecting fundamental concepts from linear algebra to operator theory to build deeper intuition. We will derive the Rank-Nullity Theorem and show how it connects naturally to the Fredholm index. Assuming we have a … Continue reading On the Fredholm Index (Essay III)

BGecko Library

"I saw the angel in the marble and carved until I set him free" Michelangelo Zenodo links: Forma Potentials, Forma Means, and Forma-Variance: Coercive Polynomial Energy-Based Models, Laplace Regimes, and Universality over Finite Gaussian Mixtures (Author: Gecko) OSF links: (1) Forma Potentials, Forma Means, and Forma-Variance: Coercive Polynomial Energy-Based Models, Laplace Regimes, and Universality over … Continue reading BGecko Library

Introduction to Operator Theory (Essay I)

  Course Introduction This course is based primarily on John B. Conway's "A Course in Operator Theory" book. The goal is to develop a rigorous foundation suitable for graduate-level pure mathematics, while presenting the material in a way that remains meaningful to students in the applied sciences. Operator Theory sits naturally at the intersection of … Continue reading Introduction to Operator Theory (Essay I)

On the Hierarchy of Topological Spaces (Essay II)

As I develop the BGecko course Lectures on Operator Theory and Operator Algebras, it is essential to establish a rigorous overview on the hierarchy of topological spaces. In our previous essay, we defined the operator, and how they might be interpreted over both finite and infinite dimensional spaces. In Linear Algebra, we study the geometry … Continue reading On the Hierarchy of Topological Spaces (Essay II)

Notes on CEP

Measurement is fundamental to virtually all human endeavors of practical importance. However, many measurements require accounting for error, and Circular Error Probable (CEP) is one method of quantifying deviations from a best estimate, commonly applied in the context of weapons systems and GPS. This article will derive CEP and explore its practical applications. Deriving CEP … Continue reading Notes on CEP

Foundational — DSP Notes: On Discrete Sequences and Systems (Part I)

"Learning digital signal processing is not something you accomplish; it's a journey you take."-- Richard G. Lyons Our last post (article III) covered radio frequency spectrum bands and their applications. However, the primary reason for starting this series is to develop both theoretical and practical knowledge of DSP. Over time, readers can expect an Applied … Continue reading Foundational — DSP Notes: On Discrete Sequences and Systems (Part I)