Neural Turing Machines

GPTKB entity

Statements (55)
Predicate Object
gptkbp:instance_of gptkb:Artificial_Intelligence
gptkb:neural_networks
gptkbp:applies_to Sequential Data
gptkbp:can_be_combined_with gptkb:Differentiable_Neural_Computers
gptkbp:can_perform Algorithmic tasks
gptkbp:developed_by gptkb:Alex_Graves
gptkb:neural_networks
gptkbp:enables Generalization of algorithms
gptkbp:enhances Memory capabilities
gptkbp:has_applications_in gptkb:Computer_Vision
gptkb:Natural_Language_Processing
gptkb:robotics
gptkbp:has_component gptkb:video_game
Memory Matrix
https://www.w3.org/2000/01/rdf-schema#label Neural Turing Machines
gptkbp:inspired_by gptkb:Turing_Machines
gptkbp:introduced_in gptkb:2014
gptkbp:is_challenged_by Scalability Issues
Data Efficiency
Interpretability Issues
Training Complexity
gptkbp:is_compared_to Conventional Neural Networks
gptkbp:is_discussed_in gptkb:Social_Media
Blogs
Forums
Webinars
Podcasts
gptkbp:is_documented_in gptkb:Tutorials
Books
Online Courses
Theses
Technical Reports
gptkbp:is_evaluated_by Performance Metrics
Benchmark Tests
gptkbp:is_explored_in gptkb:Workshops
Conferences
Academic Papers
gptkbp:is_influenced_by gptkb:Mathematics
Cognitive Science
Computer Science
gptkbp:is_part_of gptkb:Deep_Learning
gptkbp:is_promoted_by Research Institutions
Universities
Tech Companies
gptkbp:is_related_to gptkb:machine_learning
Symbolic Reasoning
gptkbp:is_supported_by Research Grants
Open Source Projects
Collaborations
gptkbp:is_used_in gptkb:research
AI Development
gptkbp:used_for Learning algorithms
gptkbp:utilizes Backpropagation
gptkbp:bfsParent gptkb:Jürgen_Schmidhuber
gptkbp:bfsLayer 3