Relationship between BQP and P/NP
Understanding the relationship between BQP, P, and NP is a key part of quantum complexity theory. Each of these classes represents a set of problems based on how efficiently they….
Tag: Computational Complexity
BQP (Bounded-Error Quantum Polynomial Time)
BQP stands for Bounded-Error Quantum Polynomial Time. It is a class in computational complexity theory that defines the problems that a quantum computer can solve efficiently (in polynomial time) with….
Transformers in Deep Learning
Transformers in Deep Learning: A Detailed Explanation Transformers have revolutionized the field of deep learning, especially in Natural Language Processing (NLP), by providing a highly parallelizable and scalable architecture for….
Long Short-Term Memory Networks (LSTMs)
Long Short-Term Memory Networks (LSTMs): Detailed Explanation Long Short-Term Memory Networks (LSTMs) are a specialized type of Recurrent Neural Networks (RNNs) that are specifically designed to overcome the limitations of….