Pietro BarbieroinTowards Data ScienceLogic Explained NetworksDeep learning models explainable by designAug 12, 20211Aug 12, 20211
Huyen LeHow can Neuro Symbolic AI help with eXplanable Artifical IntelligenceHow can we open up the black box?Apr 12, 2023Apr 12, 2023
Nora WinkensinCodeXThe Difference Between Symbolic AI and Connectionist AIIn this blog, we will read about the Artificial Intelligence techniques such as Symbolic AI and Connectionist AI.Sep 7, 2021Sep 7, 2021
Jorrit WillaertinTowards Data ScienceVisual Question Answering with DeepProbLog — Using Neuro Symbolic AIComparing Neuro Symbolic AI against a purely neural network based approach on Visual Question AnsweringOct 4, 20222Oct 4, 20222
Michelle ZhaoinBecoming Human: Artificial Intelligence MagazineSymbolic AI vs ConnectionismResearchers in artificial intelligence have long been working towards modeling human thought and cognition. Many of the overarching goals…Apr 13, 2020Apr 13, 2020
Jagannath RajagopalMarrying Neural Nets with Symbolic AI: Neurosymbolic modelsA few years back, nVidia made an announcement that a computer beat a human for the first time at the task of image recognition. The…Sep 16, 2022Sep 16, 2022
Rhett D'souzainDataDrivenInvestorSymbolic AI v/s Non-Symbolic AI, and everything in between?When trying to develop intelligent systems, we face the issue of choosing how the system picks up information from the world around it…Oct 19, 20182Oct 19, 20182
Surya MaddulaNeuro-Symbolic AIImages used in my articles are Properties of the Respective Organizations and are used here solely for Reference, Illustrative and…Feb 4, 20221Feb 4, 20221
NYU Center for Data ScienceNew Neuro-Symbolic Modeling Approach Gets Closer to Human-level Concept LearningBrenden Lake, CDS Assistant Professor of Data Science and Professor of Psychology in the NYU Department of Psychology, recently…May 28, 2021May 28, 2021
Giuseppe FutiainTowards Data ScienceKnowledge Graphs For eXplainable AIOn the Integration of Semantic Technologies and Symbolic Systems into Deep Learning Models for a More Comprehensible Artificial…Mar 2, 20203Mar 2, 20203
Walid Saba, PhDinONTOLOGIKAI Cannot Ignore Symbolic Logic, and Here’s Whyedited 1/2/2022Dec 29, 202114Dec 29, 202114
Jean-marc BuchertinUX CollectiveHow AI understanding can benefit from human collaborationThe come-back of AI symbolic approachesJan 10, 2022Jan 10, 2022
Orhan G. YalçıninTowards Data ScienceSymbolic vs. Subsymbolic AI Paradigms for AI ExplainabilityThe Subsymbolic AI paradigm has taken over the world by storm since the 80s. But, the rise of Explainable AI may resurrect Symbolic AI…Jun 21, 2021Jun 21, 2021
Albert ChristopherWhy Neuro-symbolic AI is the future of AI: Here’s how it worksYou thought AI is intelligent? Well, it has a long road ahead.Jul 22, 2020Jul 22, 2020
Nandhini SwaminathaninThe Research Nest“Neuro-Symbolic” AIWhere deep learning meets traditional rule-based codingMar 24, 20222Mar 24, 20222
Edward CottleinOptalysysNeurosymbolic AI: Combining Logic Tensor Networks and Computer VisionIn our previous article on self-driving vehicles, we explored some of the nuances of the two most common algorithmic approaches…Mar 22, 20211Mar 22, 20211
Gustav ŠírinTowards Data ScienceWhat is Neural-Symbolic Integration?A survey into the history of combining symbolic AI with deep learningFeb 14, 2022Feb 14, 2022
