Lectures related to Nondeterministic Turing machine

Discusses Simon's Problem and deterministic computation through various equations and implications.

Undecidability: Recursive Languages and Turing Machines

Explores undecidability through recursive languages, Turing machines, and the halting problem.

Explores the theoretical definition of computation and introduces Turing machines.

Universal Turing Machine: Definition and Functioning

Explores the universal Turing machine, its canonical representation, and its role in defining algorithms and theoretical computer science concepts.

Undecidability: Part 1

Introduces undecidability in recursive languages and Turing machines, showing languages without algorithmic recognition.

Turing Machines: Basics

Covers the basics of Turing machines, including states, tape manipulation, and problem-solving capabilities.

Turing Machines: Recursive Languages

Explores Turing machines, recursive languages, undecidability, and symbol elimination.

Turing Machines: Recursive Languages

Covers Turing machines, recursive languages, undecidability, and infinite executions in computational theory.

Turing Machine Example: Testing for Even Numbers

Demonstrates a Turing machine testing for even numbers using binary input.

Turing Machines: Decidability and Recursion Theory

Explores decidability in Turing machines and recursive languages.

Turing Machines: Recursive Languages

Explores Turing machines, recursive languages, and decidability in the theory of computation.

Complexity of Algorithms: Quiz + Answers

Covers the time complexity of algorithms and includes a quiz.

Theory of Computability and Halting Problem

Covers the theory of computability and the halting problem in algorithms.

Theory of Computation: Decidability and Complexity

Delves into the theory of computation, covering decidability, complexity, P vs. NP, and reductions.

Halting Problem: Unsolvable Problems

Explores the halting problem, demonstrating its unsolvability and the limitations of algorithms.

Computational Complexity

Covers the basics of computational complexity, including big O notation and complexity classes.

Halting Problem: Unsolvable Problems

Explores the unsolvability of the halting problem in algorithms and the limitations of procedures in determining program halting.

Prime Numbers: Deterministic Approaches

Introduces deterministic approaches to identify prime numbers and covers algorithms and modular arithmetic for prime number testing.

Recursive Enumerability: Turing Machines and Undecidable Languages

Covers recursively enumerable languages, Turing machines, and the construction of undecidable languages.

Theoretical Properties of RNNs

Explores the theoretical properties and practical power of Recurrent Neural Networks, including their relationship to state machines and Turing completeness.