Neural-Symbolic Cognitive Reasoning

• Κύριοι συγγραφείς: d’Avila Garcez, Artur S. (Συγγραφέας), Lamb, Luís C. (Συγγραφέας), Gabbay, Dov M. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Σειρά: Cognitive Technologies,
• Θέματα: Computer science.; Logic.; Computers.; Mathematical logic.; Artificial intelligence.; Pattern recognition.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computation by Abstract Devices.; Theory of Computation.; Mathematical Logic and Formal Languages.; Pattern Recognition.

Humans are often extraordinary at performing practical reasoning. There are cases where the human computer, slow as it is, is faster than any artificial intelligence system. Are we faster because of the way we perceive knowledge as opposed to the way we represent it? The authors address this questio...

Πίνακας περιεχομένων:

• Logic and Knowledge Representation
• Artificial Neural Networks
• Neural-Symbolic Learning Systems
• Connectionist Modal Logic
• Connectionist Temporal Reasoning
• Connectionist Intuitionistic Reasoning
• Applications of Connectionist Nonclassical Reasoning
• Fibring Neural Networks
• Relational Learning in Neural Networks
• Argumentation Frameworks as Neural Networks
• Reasoning about Probabilities in Neural Networks
• Conclusions.