Ben Goertzel | Academic Influence

Why Is Ben Goertzel Influential?

According to Wikipedia, Ben Goertzel is an artificial intelligence researcher, and CEO and founder of SingularityNET. Early life and education Three of Goertzel's Jewish great-grandparents emigrated to New York from Lithuania and Poland. Goertzel's father is Ted Goertzel, a former professor of sociology at Rutgers University. Goertzel left high school after the tenth grade to attend Bard College at Simon's Rock, where he graduated with a bachelor's degree in Quantitative Studies. Goertzel graduated with a PhD in Mathematics from Temple University under the supervision of Avi Lin in 1990.

Ben Goertzel's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Papers

A world survey of artificial brain projects, Part I: Large-scale brain simulations (2010) (145)
Long-Term Memory (1993) (137)
A world survey of artificial brain projects, Part II: Biologically inspired cognitive architectures (2010) (121)
Mapping the Landscape of Human-Level Artificial General Intelligence (2012) (113)
Artificial General Intelligence: Concept, State of the Art, and Future Prospects (2014) (96)
Chaotic Logic: Language, Thought, and Reality from the Perspective of Complex Systems Science (1994) (83)
Perspectives on Cognitive Informatics and Cognitive Computing (2010) (67)
The Evolving Mind (1993) (64)
OpenCog: A Software Framework for Integrative Artificial General Intelligence (2008) (49)
How long until human-level AI? Results from an expert assessment (2011) (48)
An Integrative Methodology for Teaching Embodied Non-Linguistic Agents, Applied to Virtual Animals in Second Life (2008) (47)
Human-level artificial general intelligence and the possibility of a technological singularity: A reaction to Ray Kurzweil's The Singularity Is Near, and McDermott's critique of Kurzweil (2007) (46)
Distributed, decentralized, and democratized artificial intelligence (2019) (44)
Introduction: Aspects of Artificial General Intelligence (2006) (41)
Probabilistic Logic Networks: A Comprehensive Framework for Uncertain Inference (2008) (41)
Patterns, Hypergraphs and Embodied General Intelligence (2006) (39)
The Hidden Pattern: A Patternist Philosophy of Mind (2006) (37)
The global brain and the emerging economy of abundance: Mutualism, open collaboration, exchange networks and the automated commons (2017) (37)
Toward a Formal Characterization of Real-World General Intelligence (2010) (36)
Creating Internet Intelligence (2002) (36)
Using Dependency Parsing and Probabilistic Inference to Extract Relationships between Genes, Proteins and Malignancies Implicit Among Multiple Biomedical Research Abstracts (2006) (36)
From complexity to creativity: explorations in evolutionary, autopoietic, and cognitive dynamics (1997) (35)
Theoretical Foundations of Artificial General Intelligence (2012) (34)
Creating Internet Intelligence: Wild Computing, Distributed Digital Consciousness, and the Emerging Global Brain (2001) (31)
OpenCogPrime: A cognitive synergy based architecture for artificial general intelligence (2009) (31)
The Structure Of Intelligence (1993) (30)
Nine Ways to Bias Open-Source AGI Toward Friendliness (2012) (29)
NOVAMENTE: An Integrative Architecture for Artificial General Intelligence (2004) (27)
Glocal memory: A critical design principle for artificial brains and minds (2010) (26)
Why an Intelligence Explosion is Probable (2012) (24)
Perception Processing for General Intelligence: Bridging the Symbolic/Subsymbolic Gap (2012) (23)
Artificial General Intelligence and the Future of Humanity (2013) (23)
Artificial General Intelligence (2017) (22)
World survey of artificial brains, Part II: Biologically inspired cognitive architectures (2010) (20)
Global optimization with space-filling curves (1999) (20)
Cognitive synergy: A universal principle for feasible general intelligence (2009) (19)
CogPrime : An Integrative Architecture for Embodied Artificial General Intelligence (2012) (19)
A General Intelligence Oriented Architecture for Embodied Natural Language Processing (2010) (18)
The cogprime architecture for embodied Artificial General Intelligence (2013) (17)
Improving machine vision via incorporating expectation-maximization into Deep Spatio-Temporal learning (2014) (17)
Lagrange Interpolation on a Processor Tree with Ring Connections (1994) (17)
The Architecture of Human-Like General Intelligence (2012) (17)
Self-organizing evolution (1992) (16)
Accurate SVM Text Classification for Highly Skewed Data Using Threshold Tuning and Query-Expansion-Based Feature Selection (2006) (16)
A pragmatic path toward endowing virtually-embodied AIs with human-level linguistic capability (2008) (15)
Mirror Neurons, Mirrorhouses, and the Algebraic Structure of the Self (2008) (15)
OpenCogBot : Achieving Generally Intelligent Virtual Agent Control and Humanoid Robotics via Cognitive Synergy (2010) (15)
XIA-MAN: An Extensible, Integrative Architecture for Intelligent Humanoid Robotics (2008) (14)
Program Representation for General Intelligence (2009) (14)
Artificial General Intelligence (2015) (13)
Linus Pauling: A Life In Science And Politics (1995) (13)
HYPERSET MODELS OF SELF, WILL AND REFLECTIVE CONSCIOUSNESS (2011) (13)
Artificial General Intelligence 2008, Proceedings of the First AGI Conference, AGI 2008, March 1-3, 2008, University of Memphis, Memphis, TN, USA (2008) (13)
AGI Preschool: A Framework for Evaluating Early-Stage Human-like AGIs (2009) (13)
Capital Punishment and Homicide Rates: Sociological Realities and Econometric Distortions (2008) (12)
Toward a Formal Model of Cognitive Synergy (2017) (12)
Infusing Advanced AGIs with Human-Like Value Systems : Two Theses (2016) (12)
GOLEM: towards an AGI meta-architecture enabling both goal preservation and radical self-improvement (2014) (12)
The Embodied Communication Prior: A characterization of general intelligence in the context of Embodied social interaction (2009) (11)
OpenPsi: A novel computational affective model and its application in video games (2013) (11)
Support Vector Machines to Weight Voters in a Voting System of Entity Extractors (2006) (11)
Stages of Ethical Development in Artificial General Intelligence Systems (2008) (11)
Proceedings of the Second Conference on Artificial General Intelligence (2009) (11)
Cognitive Synergy between Procedural and Declarative Learning in the Control of Animated and Robotic Agents Using the OpenCogPrime AGI Architecture (2011) (11)
The Structure of Intelligence: A New Mathematical Model of Mind (2013) (11)
Indefinite Probabilities for General Intelligence (2006) (11)
Dynamics of a computational affective model inspired by Dörner’s PSI theory (2012) (10)
A Software Architecture for Generally Intelligent Humanoid Robotics (2014) (10)
Sentence generation for artificial brains: A glocal similarity-matching approach (2010) (9)
Syntax-Semantic Mapping for General Intelligence: Language Comprehension as Hypergraph Homomorphism, Language Generation as Constraint Satisfaction (2012) (9)
Integrative General Intelligence for Controlling Game AI in a Minecraft-Like Environment (2011) (9)
Uncertain Interval Algebra via fuzzy/probabilistic modeling (2014) (9)
Proceedings of the 2007 conference on Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms: Proceedings of the AGI Workshop 2006 (2007) (9)
Stages of Cognitive Development in Uncertain-Logic-Based AI Systems (2006) (8)
Probabilistic Logic Based Reinforcement Learning of Simple Embodied Behaviors in a 3D Simulation World (2006) (8)
AUTOMATIC CREATION AND TRANSLATION OF CONCEPT MAPS FOR COMPUTER SCIENCE-RELATED THESES AND DISSERTATIONS (2006) (8)
Guiding Probabilistic Logical Inference with Nonlinear Dynamical Attention Allocation (2014) (7)
Exploring Android Developmental Psychology in a Simulation World (2006) (7)
Integrating Deep Learning Based Perception with Probabilistic Logic via Frequent Pattern Mining (2013) (7)
Economic Attention Networks: Associative Memory and Resource Allocation for General Intelligence (2009) (7)
A Cosmist Manifesto: Practical Philosophy for the Posthuman Age (2010) (7)
Lojban++: An Interlingua for Communication between Humans and AGIs (2013) (7)
Mixing Cognitive Science Concepts with Computer Science Algorithms and Data Structures: An Integrative Approach to Strong AI (2006) (6)
Learning Language from a Large (Unannotated) Corpus (2014) (6)
Probabilistic Quantifier Logic for General Intelligence: An Indefinite Probabilities Approach (2008) (6)
Virtual Easter Egg Hunting: A Thought-Experiment in Embodied Social Learning, Cognitive Process Integration, and the Dynamic Emergence of the Self (2006) (6)
haracterizing Human-like Consciousness: An Integrative Approach (2014) (6)
WHEN SHOULD TWO MINDS BE CONSIDERED VERSIONS OF ONE ANOTHER (2012) (6)
Introduction: What Is the Matter Here? (2012) (6)
The Rock Guitar Solo: From expression to simulation (1991) (5)
A convergence theorem for the simple GA with population size tending to infinity (1995) (5)
Perspectives on Cognitive Informatics and Cognitive Computing: Summary of the Panel of IEEE ICCI'09 (2009) (5)
Probabilistic Growth and Mining of Combinations: A Unifying Meta-Algorithm for Practical General Intelligence (2016) (5)
Nonlinear-Dynamical Attention Allocation via Information Geometry (2011) (5)
Toward a pragmatic understanding of the cognitive underpinnings of symbol grounding (2007) (5)
Images in search of a theory (1995) (5)
Artificial General Intelligence: 5th International Conference, AGI 2012, Oxford, UK, December 8-11, 2012. Proceedings (2012) (5)
Artificial General Intelligence (2014) (5)
Superintelligence: Fears, Promises and Potentials Reflections on Bostrom's Superintelligence, Yudkowsky's From AI to Zombies, and Weaver and Veitas's "Open-Ended Intelligence" (2015) (5)
Rapid generation of strange attractors with the eugenic genetic algorithm (1995) (5)
A Cognitive API and Its Application to AGI Intelligence Assessment (2014) (5)
Mobile activation bubbles in toroidal Kohonen networks (1996) (5)
The Structure of Thought (1994) (5)
A Formal Model of Cognitive Synergy (2017) (5)
Proceedings of the 2010 conference on Biologically Inspired Cognitive Architectures 2010: Proceedings of the First Annual Meeting of the BICA Society (2010) (4)
Euryphysics: a (somewhat) new conceptual model of mind, reality and psi (2017) (4)
Symbol Grounding via Chaining of Morphisms (2017) (4)
The China Brain Project: An Evolutionary Engineering Approach to Building China’s First Artificial Brain Consisting of 10,000s of Evolved Neural Net Minsky-Like Agents (2011) (4)
Toward a Roadmap for Human-Level Arti cial General Intelligence : Embedding HLAI Systems in Broad , Approachable , Physical or Virtual Contexts Preliminary Draft (2009) (4)
Speculative Scientific Inference via Synergetic Combination of Probabilistic Logic and Evolutionary Pattern Recognition (2015) (4)
What is hierarchical selection? (1992) (4)
Nine Ways to Bias Open‐Source Artificial General Intelligence Toward Friendliness (2014) (4)
Measuring static complexity (1992) (4)
From Abstract Agents Models to Real-World AGI Architectures: Bridging the Gap (2017) (4)
Mind in Time: The Dynamics of Thought, Reality, and Consciousness (Advances in Systems Theory, Complexity, and the Human Sciences) (2003) (4)
Cost-Based Intuitionist Probabilities on Spaces of Graphs, Hypergraphs and Theorems (2017) (4)
Artificial General Intelligence (2018) (4)
From here to AGI: A roadmap to the realization of human-level artificial general intelligence (2014) (4)
Loving AI: Humanoid Robots as Agents of Human Consciousness Expansion (summary of early research progress) (2017) (4)
Proceedings of the 2008 conference on Artificial General Intelligence 2008: Proceedings of the First AGI Conference (2008) (4)
Artificial general intelligence: Proceedings of the Second Conference on Artificial General Intelligence, AGI 2009, Arlington, Virginia, USA, March 6-9, 2009 (2009) (3)
Application of MUTIC to the exploration of gene expression data in prostate cancer. (2007) (3)
Mind and Reality (1994) (3)
How might the brain represent complex symbolic knowledge? (2014) (3)
Water Worlds, Naive physics, Intelligent Life, and Alien Minds (2010) (3)
World Wide Brain (2007) (3)
Paraconsistent Foundations for Probabilistic Reasoning, Programming and Concept Formation (2020) (3)
Grounding Occam's Razor in a Formal Theory of Simplicity (2020) (3)
Modifying the DeSTIN Perception Architecture to Enable Representationally Transparent Deep Learning (2012) (3)
Imprecise Probability as a Linking Mechanism between Deep Learning, Symbolic Cognition and Local Feature Detection in Vision Processing (2011) (3)
What Must a World Be That a Humanlike Intelligence May Develop In It (2009) (3)
Mind and Computation (1993) (3)
Potential Computational Linguistics Resources for Lojban (2005) (3)
Distinction Graphs and Graphtropy: A Formalized Phenomenological Layer Underlying Classical and Quantum Entropy, Observational Semantics and Cognitive Computation (2019) (3)
Folding and Unfolding on Metagraphs (2020) (3)
Using Tononi Phi to Measure Consciousness of a Cognitive System While Reading and Conversing (2019) (3)
Perception Processing for General Intelligence, Part II: Bridging the Symbolic/Subsymbolic Gap (2012) (3)
The Coming Evolution (2002) (2)
Three Hypotheses about the Geometry of Mind (2011) (2)
Four Contemporary AGI Designs: a Comparative Treatment (2006) (2)
Indefinite Truth Values (2008) (2)
The Path to Posthumanity: 21st Century Technology and Its Radical Implications for Mind, Society and Reality (2006) (2)
Guiding Symbolic Natural Language Grammar Induction via Transformer-Based Sequence Probabilities (2020) (2)
The complex mind/brain - The psynet model of mental structure and dynamics (1998) (2)
The Collective Pet Unconscious: Balancing Intelligence and Individuality in Populations of Learning-Enabled Virtual Pets (2009) (2)
Shifting and drifting attention while reading: A case study of nonlinear-dynamical attention allocation in the OpenCog cognitive architecture (2018) (2)
Psychology and logic: An evolutionary perspective (1993) (2)
The Emerging Global Brain (2002) (2)
Report on the 2nd International Conference on Artificial General Intelligence (AGI-09) (2009) (2)
Intelligence and Mind (1993) (2)
A Mind-World Correspondence Principle (2013) (2)
What counts as a thinking machine – and when will we meet one? (2012) (1)
Report on the First Conference on Artificial General Intelligence (AGI-08) (2009) (1)
Glocal Memory: A New Perspective on Knowledge Representation, Neurodynamics, Distributed Cognition, and the Nature of Mind (2008) (1)
What Kind of Programming Language Best Suits Integrative AGI? (2020) (1)
Guest Editorial: Special issue on artificial brains (2010) (1)
The General Theory of General Intelligence: A Pragmatic Patternist Perspective (2021) (1)
Will machines take control (2013) (1)
Architecture of Automated Crypto-Finance Agent (2021) (1)
Global optimization by multilevel search (1992) (1)
Info-Evo: Using Information Geometry to Guide Evolutionary Program Learning (2021) (1)
Levels of Mind VERSUS Levels of Being (2005) (1)
The Markovian Language Network: steps toward a connectionist architecture for grammar induction (1995) (1)
Psychology and Logic (1994) (1)
Evolving 3D Facial Expressions Using Interactive Genetic Algorithms (2019) (1)
Probability Theory Ensues from Assumptions of Approximate Consistency : A Simple Derivation and its Implications for AGI (2013) (1)
Patterns of Cognition: Cognitive Algorithms as Galois Connections Fulfilled by Chronomorphisms On Probabilistically Typed Metagraphs (2021) (1)
Panel Discussion: What are the bottlenecks, and how soon to AGI? (2006) (1)
Artificial General Intelligence: 13th International Conference, AGI 2020, St. Petersburg, Russia, September 16–19, 2020, Proceedings (2020) (1)
The China-Brain Project Report on the First Six Months (2009) (1)
The China-Brain Project Report on the First Six Months (2009) (1)
Combinatorial Decision Dags: A Natural Computational Model for General Intelligence (2020) (1)
Self-Generating Systems (1994) (1)
Constructing quantum circuits for maximally entangled multi-qubit states using the genetic algorithm (2010) (1)
Artificial General Intelligence : 9th International Conference, AGI 2016, New York, NY, USA, July 16-19, 2016, Proceedings (2016) (1)
DISCRIMINANT ANALYSIS OF HYDROCOLLAPSE IN LAS VEGAS SOILS (1995) (1)
Report on the First Conference on Artificial General Intelligence (AGI-08) (2009) (1)
The probabilistic support Kendall correlation and its transitivity properties (2019) (1)
The Internet Economy as a Complex System (2002) (1)
Pattern Mining for General Intelligence: The FISHGRAM Algorithm for Frequent and Interesting Subhypergraph Mining (2012) (1)
◾ Goal-Oriented Learning Meta-Architecture: Toward an Artificial General Intelligence Meta-Architecture Enabling Both Goal Preservation and Radical Self-Improvement (2016) (1)
Brain function as evolution (1992) (1)
Maximal Algorithmic Caliber and Algorithmic Causal Network Inference: General Principles of Real-World General Intelligenceƒ (2019) (1)
Multiboundary Algebra as Pregeometry (2007) (1)
Perception Processing for General Intelligence , Part I : Representationally Transparent Deep Learning (2012) (1)
The Cognitive Equation (1994) (1)
Toward a General Model of Human-Like General Intelligence (2017) (1)
The complex mind/brain—the psynet model of mental structure and dynamics (1998) (0)
A Fourfold Model of Internet Information Space (2002) (0)
Some thoughts on Akin's spiteful computer (2004) (0)
Causal and Predictive Analysis of Climate Change Using Granger Causality (2021) (0)
Reflective Metagraph Rewriting as a Foundation for an AGI "Language of Thought" (2021) (0)
Pattern and Prediction (1994) (0)
2 Toward a Unified Model of Human and Human-Like Consciousness (2014) (0)
Morphic Pilot Theory: Toward an Extension of Quantum Physics that Better Explains Psi Phenomena (2010) (0)
Complexity and Emergence (2002) (0)
Systematizing Internet Agent Interactions (2002) (0)
Proceedings of the 5th international conference on Artificial General Intelligence (2012) (0)
Identifying Speculation from Syntax (2010) (0)
A Novel Strategy for Hybridizing Subsymbolic and Symbolic Learning and Representation (2011) (0)
Object/gesture recognition software in the “China Brain Project” (2010) (0)
Cognitive Synergy: A Principle to Guide the Tight Integration of Heterogeneous Components in Integrative AI Systems (2009) (0)
Consciousness and Computation (1993) (0)
Grounding Possible Worlds Semantics in Experiential Semantics (2010) (0)
Toward Superhuman Intelligence (2002) (0)
Clumpiness: Modeling the Impact of Social Dynamics on COVID-19 Spread (2021) (0)
Large-Scale Inference Strategies (2008) (0)
Beyond customer profiling (2000) (0)
Artificial General Intelligence: 7th International Conference, AGI 2014, Quebec City, QC, Canada, August 1-4, 2014, Proceedings (2014) (0)
Notes on Semantic Hierarchical Temporal Memory for Perceptual , Motoric and Intentional Intelligence (2011) (0)
A Probabilistic Characterization of Fuzzy Set Membership, with Application to Mixed Fuzzy-Probabilistic Inference (2009) (0)
Artificial General Intelligence: 12th International Conference, AGI 2019, Shenzhen, China, August 6–9, 2019, Proceedings (2019) (0)
First-Order Extensional Inference with Indefinite Truth Values (2008) (0)
The Role of Specialized Intelligent Body-System Networks in Guiding General-Purpose Cognition (2013) (0)
Handling Crisp and Fuzzy Quantifiers with Indefinite Truth Values (2008) (0)
The software market as a complex evolving system (1994) (0)
Elements of a Philosophy of Mind (2002) (0)
Cliff Joslyn on the Global Brain (2012) (0)
A Practical Definition of Intelligence (2002) (0)
Artificial General Intelligence (2015) (0)
Walks on random digraphs (1996) (0)
Simulated annealing on uncorrelated energy landscapes (1994) (0)
Meaning is a fuzzy web of patterns: semiotics/autonomy feedback in the WebMind Internet AI system (1998) (0)
Embedding Vector Differences Can Be Aligned With Uncertain Intensional Logic Differences (2020) (0)
Virtual Scavenger Hunt: An AI-Powered Virtual Environment Designed for Training Individuals in Effective Teamwork, and Analyzing Cross-Cultural Behavior (2009) (0)
First-Order Extensional Inference with Distributional Truth Values (2008) (0)
Paraconsistent Foundations for Quantum Probability (2021) (0)
Proceedings of the 8th International Conference on Artificial General Intelligence - Volume 9205 (2015) (0)
Lifelong Forgetting: A Critical Ingredient of Lifelong Learning, and Its Implementation in the OpenCog Integrative AI Framework (2011) (0)
Toward a Formal Characterization of Pragmatic General Intelligence – ROUGH PRELIMINARY VERSION (2009) (0)
Quantum theory and consciousness (1992) (0)
Intelligence Science I (2017) (0)
Dynamics of the radix expansion map (1994) (0)
Controlling Combinatorial Explosion in Inference via Synergy with Nonlinear-Dynamical Attention Allocation (2016) (0)
A Conceptual and Software Framework for Internet Alife (2000) (0)
A Representation of Programs for Learning and Reasoning (2008) (0)
Temporal and Causal Inference (2008) (0)
Higher-Order Extensional Inference (2008) (0)
Mindplexes, Non-Ordinary Consciousness, and Artificial General Intelligence (2019) (0)
Chapter 1 Introduction : What Is the Matter Here ? (2012) (0)
Using Nonlinear Dynamical Attention Allocation to Focus Probabilistic Logical Inference Upon Relevant Information (2015) (0)
Self and self-organisation in complex AI systems (1997) (0)
Computational analysis of dream motifs: (483222008-001) (2003) (0)
Aspects of Inference Control (2008) (0)
From Specialized Syntax to General Logic: The Case of Comparatives (2015) (0)
The Psynet Model of Mind (2002) (0)
Error Magnification in Inference Formulas (2008) (0)
Webmind on the Commercial Net (2002) (0)
Preface (2007) (0)
An Initial Architecture for Internet Intelligence (2002) (0)
The Master Network (1993) (0)
The Network is the Computer is the Mind (is the World) (2002) (0)
Goal-Oriented Learning Meta-Architecture: Toward an Artificial General Intelligence Meta-Architecture Enabling Both Goal Preservation and Radical Self-Improvement (2015) (0)
First-Order Extensional Inference: Rules and Strength Formulas (2008) (0)
Toward an Understanding of the Preservation of Goals in Self-Modifying Cognitive Systems (2008) (0)
Mirror Man: A Speculative Case Study of the Synergetic Potential of Data Visualization and Virtual Worlds (2018) (0)
Probabilistic Language Networks : Integrating Word (2007) (0)
Artificial Selfhood: The Path to True Artificial Intelligence (1995) (0)
Biological Metaphors of Belief (1994) (0)
Automated Extraction of Lexicon Applied both to Chinese and Japanese Corpora (2012) (0)
Phase transitions in associative memory networks (2004) (0)
Uncertain Linear Logic via Fibring of Probabilistic and Fuzzy Logic (2020) (0)
The Shape of Selfhood: An Impolitic Panel Discussion on Consciousness and Scale (2017) (0)
Report on the Third Conference on Artificial General Intelligence (2010) (0)
Recursive decomposition of numeric goals, exemplified with automated construction agents in 3D MineCraft worlds (2015) (0)
Self-reference, computation, and mind (1995) (0)
Guest Editorial Special Issue on Human-Like Intelligence and Robotics (2017) (0)

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