Publications

Books

Books: 2

2021

- Andreas Wichert and Luis Sa-Couto, Machine Learning - A Journey to Deep Learning, book, Feb. 2021, World Scientific [bibTex]

2020

- Andreas Wichert, Principles of Quantum Artificial Intelligence: Quantum Problem Solving and Machine Learning, 2nd Edition, book, Aug. 2020, World Scientific [bibTex]

Articles

International Journal Articles: 7

2021

- Andreas Wichert, Quantum-like Gaussian Mixture Model, article in Soft Comuting, to appear on 2021 [DOI Article link] [bibTex]
- Luis Sa-Couto and Andreas Wichert, Simple convolutional based models: are they learning the task or the data?, article in Neural Computation, to appear on 2021 [bibTex]
- Andreas Wichert, Quantum-Like Sampling, article in Mathematics vol. 9 (17) pp. 2021, Aug. 2021, MDPI [DOI Article link] [bibTex]

2020

- Andreas Wichert, Quantum Cognition and the Mind, article in Journal of Artificial Intelligence and Consciousness, to appear on 2020 [DOI Article link] [bibTex]
- Catarina Moreira and Prayag Tiwari and Hari Mohan Pandey and Peter Bruza and Andreas Wichert, Quantum-Like Influence Diagrams for Decision-Making, article in Neural Networks vol. 132 pp. 190-210, Aug. 2020 [bibTex]
- Andreas Wichert and Catarina Moreira and Peter Bruza, Balanced Quantum-Like Bayesian Networks, article in Entropy vol. 22 pp. 2, Feb. 2020 [Article] [DOI Article link] [bibTex]
- Lusi Sa-Couto and Andreas Wichert, Storing object dependent sparse codes in a Willshaw associative network, article in Neural Computation vol. 31 (1) pp. 136-152, Jan. 2020, MIT Press [DOI Article link] [bibTex]