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Theory of computation
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Related lectures (30)
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Identity and Change
Explores how assignments affect the equivalence between expressions in programming.
Parallel Programming in Scala: Performance Analysis
Delves into the performance analysis of parallel programs in Scala, covering asymptotic analysis, recursive functions, and Amdahl's Law.
PAC Learning: Empirical Risk Minimization
Explores quantifying algorithm learning, empirical risk minimization, inductive bias, and hypothesis spaces.
Quantum Formalism and 2-Level System
Explores quantum formalism and 2-level systems, covering energy representation, thermal equilibrium, and operator expectation values.
Neuromorphic Computing with Artificial Spin Systems
Explores Neuromorphic Computing with Artificial Spin Systems, discussing the need for new computing paradigms and the potential of artificial spin systems for neuromorphic computing applications.
Information, Computation, and Society
Explores the history and societal impact of information, communication, and computation sciences in the digital era.
Turing Machines: Recursive Languages
Covers Turing machines, recursive languages, undecidability, and infinite executions in computational theory.
Connected Diagrams: Free Energy and Semiclassical Propagator
Explains free energy as a sum over connected diagrams and the semiclassical propagator in quantum field theory.
Query Expansion and Indexing
Explores modifying query vectors for query expansion and indexing in SSI.
The Nerve and Geometric Realization
Delves into the computation and geometric realization of small categories, exploring the relationship between nerves and geometric structures.