#neuralsymboliccomputing search results
Our 'Neural-Symbolic Cognitive Reasoning' book springer.com/gp/book/978354… w/@AvilaGarcez & D.Gabbay was cited by @GaryMarcus in #AIDebate and on his paper on 'The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence' arxiv.org/submit/3045892… #neuralsymboliccomputing

@AvilaGarcez and I showed that temporal (reasoning) and modal logics of knowledge can be effectively learned and represented in Neural Networks. We published several papers on this, e.g. at #NIPS2003 at #NeuralComputation #neuralsymboliccomputing #neurosymbolic

David Cox from IBM talking about neural-symbolic computing methods in AI at #AAAI2020 @RealAAAI @AvilaGarcez @Melleo54Sis @GaryMarcus @ceobillionaire @Montreal_AI @IBMResearch #neuralsymbolic #neuralsymboliccomputing @frossi_t @vardi

From our paper published in Theoretical Computer Science w/ @AvilaGarcez and DM Gabbay. #neuralsymboliccomputing #neurosymbolic #neurosymbolicAI #AIDebate

"Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases" arxiv.org/abs/2005.02525 w/H. Lemos @marceloprates_ @AvilaGarcez and P. Avelar. #neuralsymboliccomputing #neurosymboliccomputing #thinkingfastandslow




Intuitionistic reasoning (a.k.a. Constructive reasoning) and learning in Neural-Symbolic Computing, with @AvilaGarcez and Dov Gabbay. #NeuralNetwork #neuralsymboliccomputing #AIDebate

Understanding Boolean Function Learnability on Deep Neural Networks #deeplearning #AI #neuralsymboliccomputing #neurosymbolic @andertavares @vardi @marcionicolau @joaoflach, Pedro Avelar

Understanding Boolean Function Learnability on Deep Neural Networks deepai.org/publication/un… by Anderson R. Tavares et al. #NeuralNetwork #ComputationalLearningTheory
We will keep updating our paper per suggestions. Graph Neural Networks Meet Neural-Symbolic Computing: Lamb, Garcez, Gori, Prates, Avelar, Vardi arxiv.org/abs/2003.00330 @AvilaGarcez @vardi @Melleo54Sis @marceloprates_ #neuralsymboliccomputing #AIDebate @GaryMarcus @thomaskipf
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective: L. Lamb, A. Garcez, M. Gori, M. Prates, P. Avelar, M. Vardi arxiv.org/abs/2003.00330 @AvilaGarcez @vardi @Melleo54Sis @marceloprates_ #neuralsymboliccomputing #thinkingfastandslow #AIDebate @GaryMarcus
Henry Kautz talk at #AAAI2020 #neuralsymboliccomputing @RealAAAI
The Third AI Summer, Henry Kautz, #AAAI20 Robert S. Engelmore Memorial Award Lecture youtu.be/_cQITY0SPiw via @YouTube
Today @dagstuhl Logic and Learning seminar. Sound reasoning and learning heve been fundamental to AI since the work of Turing; interactions between these fields are growing in relevance. #explanableAI #AI #neuralsymboliccomputing #machinelearning #logic #reasoning
Dagstuhl Seminars on Neurosymbolic AI. drops.dagstuhl.de/opus/volltexte… drops.dagstuhl.de/opus/volltexte… #neurosymbolic #neurosymbolicAI #neuralsymboliccomputing #neuralsymbolic @AvilaGarcez @pascalhitzler @jeublanc @Melleo54Sis
Some of the aims of our book on neural-symbolic computing.w/@AvilaGarcez and Dov Gabbay #neuralsymboliccomputing #neurosymbolic
“...we explore synergies of neural-symbolic integration... the book presents a rich cognitive model for reasoning and learning based on neural-network ensembles... shows how the connectionist model can compute... nonclassical logical systems.” w/ @AvilaGarcez


The Most Popular Computer Science Paper Of The Day buff.ly/2TeiVZC #ai #machinelearning #artificialintelligence #ComputerScience #DeepLearning via @GaryMarcus
Neurosymbolic computing and Argumentation. w/ @AvilaGarcez & Dov Gabbay. #neurosymbolic #neuralsymboliccomputing #AI #learningandreasoning academic.oup.com/logcom/article… sciencedirect.com/science/articl…
@GaryMarcus @ceobillionaire @AvilaGarcez @pascalhitzler @jeublanc #neuralsymboliccomputing #AIDebate #aaai20debate @frossi_t @vardi @marceloprates_ @Melleo54Sis @kerstingAIML
If #AI's So Smart, Why Can't It Grasp Cause and Effect? | @WIRED More and more, it looks like a hybrid approach is the right path forward. bit.ly/331kqPp #artificialintelligence #MachineLearning @garymarcus
#neuralsymboliccomputing More on Neural-Symbolic Computing and AI. #neurosymbolicAI #neurosymbolic
CSSA workhop pogram is online. Combining Symbolic and Sub-symbolic methods and their Applications. #neurosymbolic @em_alam @pgroth @heikopaulheim @lysander07 @vtresp alammehwish.github.io/cssa_cikm_2020/
drops.dagstuhl.de/opus/volltexte… Human-like Neural-Symbolic Computing - Dagstuhl Reports, with @jeublanc @AvilaGarcez @pascalhitzler @Melleo54Sis and colleagues #neuralsymboliccomputing
Neurosymbolic computing and Argumentation. w/ @AvilaGarcez & Dov Gabbay. #neurosymbolic #neuralsymboliccomputing #AI #learningandreasoning academic.oup.com/logcom/article… sciencedirect.com/science/articl…
Dagstuhl Seminars on Neurosymbolic AI. drops.dagstuhl.de/opus/volltexte… drops.dagstuhl.de/opus/volltexte… #neurosymbolic #neurosymbolicAI #neuralsymboliccomputing #neuralsymbolic @AvilaGarcez @pascalhitzler @jeublanc @Melleo54Sis
Understanding Boolean Function Learnability on Deep Neural Networks #deeplearning #AI #neuralsymboliccomputing #neurosymbolic @andertavares @vardi @marcionicolau @joaoflach, Pedro Avelar

Understanding Boolean Function Learnability on Deep Neural Networks deepai.org/publication/un… by Anderson R. Tavares et al. #NeuralNetwork #ComputationalLearningTheory
#neuralsymboliccomputing More on Neural-Symbolic Computing and AI. #neurosymbolicAI #neurosymbolic
CSSA workhop pogram is online. Combining Symbolic and Sub-symbolic methods and their Applications. #neurosymbolic @em_alam @pgroth @heikopaulheim @lysander07 @vtresp alammehwish.github.io/cssa_cikm_2020/
"Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases" arxiv.org/abs/2005.02525 w/H. Lemos @marceloprates_ @AvilaGarcez and P. Avelar. #neuralsymboliccomputing #neurosymboliccomputing #thinkingfastandslow




@GaryMarcus @ceobillionaire @AvilaGarcez @pascalhitzler @jeublanc #neuralsymboliccomputing #AIDebate #aaai20debate @frossi_t @vardi @marceloprates_ @Melleo54Sis @kerstingAIML
If #AI's So Smart, Why Can't It Grasp Cause and Effect? | @WIRED More and more, it looks like a hybrid approach is the right path forward. bit.ly/331kqPp #artificialintelligence #MachineLearning @garymarcus
We will keep updating our paper per suggestions. Graph Neural Networks Meet Neural-Symbolic Computing: Lamb, Garcez, Gori, Prates, Avelar, Vardi arxiv.org/abs/2003.00330 @AvilaGarcez @vardi @Melleo54Sis @marceloprates_ #neuralsymboliccomputing #AIDebate @GaryMarcus @thomaskipf
Some of the aims of our book on neural-symbolic computing.w/@AvilaGarcez and Dov Gabbay #neuralsymboliccomputing #neurosymbolic
“...we explore synergies of neural-symbolic integration... the book presents a rich cognitive model for reasoning and learning based on neural-network ensembles... shows how the connectionist model can compute... nonclassical logical systems.” w/ @AvilaGarcez


Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective: L. Lamb, A. Garcez, M. Gori, M. Prates, P. Avelar, M. Vardi arxiv.org/abs/2003.00330 @AvilaGarcez @vardi @Melleo54Sis @marceloprates_ #neuralsymboliccomputing #thinkingfastandslow #AIDebate @GaryMarcus
The Most Popular Computer Science Paper Of The Day buff.ly/2TeiVZC #ai #machinelearning #artificialintelligence #ComputerScience #DeepLearning via @GaryMarcus
Our 'Neural-Symbolic Cognitive Reasoning' book springer.com/gp/book/978354… w/@AvilaGarcez & D.Gabbay was cited by @GaryMarcus in #AIDebate and on his paper on 'The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence' arxiv.org/submit/3045892… #neuralsymboliccomputing

Henry Kautz talk at #AAAI2020 #neuralsymboliccomputing @RealAAAI
The Third AI Summer, Henry Kautz, #AAAI20 Robert S. Engelmore Memorial Award Lecture youtu.be/_cQITY0SPiw via @YouTube
David Cox from IBM talking about neural-symbolic computing methods in AI at #AAAI2020 @RealAAAI @AvilaGarcez @Melleo54Sis @GaryMarcus @ceobillionaire @Montreal_AI @IBMResearch #neuralsymbolic #neuralsymboliccomputing @frossi_t @vardi

@AvilaGarcez and I showed that temporal (reasoning) and modal logics of knowledge can be effectively learned and represented in Neural Networks. We published several papers on this, e.g. at #NIPS2003 at #NeuralComputation #neuralsymboliccomputing #neurosymbolic

drops.dagstuhl.de/opus/volltexte… Human-like Neural-Symbolic Computing - Dagstuhl Reports, with @jeublanc @AvilaGarcez @pascalhitzler @Melleo54Sis and colleagues #neuralsymboliccomputing
From our paper published in Theoretical Computer Science w/ @AvilaGarcez and DM Gabbay. #neuralsymboliccomputing #neurosymbolic #neurosymbolicAI #AIDebate

Intuitionistic reasoning (a.k.a. Constructive reasoning) and learning in Neural-Symbolic Computing, with @AvilaGarcez and Dov Gabbay. #NeuralNetwork #neuralsymboliccomputing #AIDebate

Today @dagstuhl Logic and Learning seminar. Sound reasoning and learning heve been fundamental to AI since the work of Turing; interactions between these fields are growing in relevance. #explanableAI #AI #neuralsymboliccomputing #machinelearning #logic #reasoning
@AvilaGarcez and I showed that temporal (reasoning) and modal logics of knowledge can be effectively learned and represented in Neural Networks. We published several papers on this, e.g. at #NIPS2003 at #NeuralComputation #neuralsymboliccomputing #neurosymbolic

"Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases" arxiv.org/abs/2005.02525 w/H. Lemos @marceloprates_ @AvilaGarcez and P. Avelar. #neuralsymboliccomputing #neurosymboliccomputing #thinkingfastandslow




From our paper published in Theoretical Computer Science w/ @AvilaGarcez and DM Gabbay. #neuralsymboliccomputing #neurosymbolic #neurosymbolicAI #AIDebate

Our 'Neural-Symbolic Cognitive Reasoning' book springer.com/gp/book/978354… w/@AvilaGarcez & D.Gabbay was cited by @GaryMarcus in #AIDebate and on his paper on 'The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence' arxiv.org/submit/3045892… #neuralsymboliccomputing

David Cox from IBM talking about neural-symbolic computing methods in AI at #AAAI2020 @RealAAAI @AvilaGarcez @Melleo54Sis @GaryMarcus @ceobillionaire @Montreal_AI @IBMResearch #neuralsymbolic #neuralsymboliccomputing @frossi_t @vardi

Intuitionistic reasoning (a.k.a. Constructive reasoning) and learning in Neural-Symbolic Computing, with @AvilaGarcez and Dov Gabbay. #NeuralNetwork #neuralsymboliccomputing #AIDebate

Understanding Boolean Function Learnability on Deep Neural Networks #deeplearning #AI #neuralsymboliccomputing #neurosymbolic @andertavares @vardi @marcionicolau @joaoflach, Pedro Avelar

Understanding Boolean Function Learnability on Deep Neural Networks deepai.org/publication/un… by Anderson R. Tavares et al. #NeuralNetwork #ComputationalLearningTheory
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