Search results for "Hebbian"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
95	Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos	Fuzzy Cognitive Map Learning Based on Nonlinear Hebbian Rule.	Australian Conference on Artificial Intelligence	2003	DBLP DOI BibTeX RDF	Nonlinear Hebbian learning, Hebbian rule, neural networks, Unsupervised learning, fuzzy cognitive maps
67	Enrique M. Muro, Miguel A. Andrade, Pedro Isasi, Federico Morán	A Self-Organizing Model for the Development of Ocular Dominance and Orientation Columns in the Virtual Cortex.	IWANN (1)	1999	DBLP DOI BibTeX RDF	Hebbian and Anti-Hebbian Learning, Orientation Columns, Ocular Domains, Neural Networks, Self-organization, Spontaneous Activity
62	Pedro J. Zufiria, José Andrés Berzal	Analysis of Hebbian Models with Lateral Weight Connections.	IWANN	2007	DBLP DOI BibTeX RDF
62	Carmen Paz Suárez Araujo, Pablo Fernández López, Patricio García Báez, José Regidor García	Study of Nitric Oxide Effect in the Hebbian Learning: Towards a Diffusive Hebb's Law.	ICANN (1)	2005	DBLP DOI BibTeX RDF
62	Emilio Corchado, Colin Fyfe	Extraction of Visual Information Using Maximum Likelihood Hebbian Learning.	SBRN	2002	DBLP DOI BibTeX RDF
61	Christoph Kolodziejski, Bernd Porr, Florentin Wörgötter	Mathematical properties of neuronal TD-rules and differential Hebbian learning: a comparison.	Biol. Cybern.	2008	DBLP DOI BibTeX RDF	Differential Hebbian learning, Correlation-based learning, Reinforcement learning, Temporal difference learning
51	Bing Lu, Alireza A. Dibazar, Theodore W. Berger	Nonlinear Hebbian Learning for noise-independent vehicle sound recognition.	IJCNN	2008	DBLP DOI BibTeX RDF
51	David Norton, Dan Ventura	Preparing More Effective Liquid State Machines Using Hebbian Learning.	IJCNN	2006	DBLP DOI BibTeX RDF
51	Chung-Yu Wu, Jui-Lin Lai	Improvement of pattern learning and recognition capability in ratio-memory cellular neural networks with non-discrete-type Hebbian learning algorithm.	ISCAS (1)	2002	DBLP DOI BibTeX RDF
51	Bai-ling Zhang, Tamás D. Gedeon	Extended Nonlinear Hebbian Learning for Developing Sparse-Distributed Representation.	IWANN (1)	1999	DBLP DOI BibTeX RDF
46	Quan Zou 0002, Alain Destexhe	Kinetic models of spike-timing dependent plasticity and their functional consequences in detecting correlations.	Biol. Cybern.	2007	DBLP DOI BibTeX RDF	Biophysical models, Computational models, STDP, Synaptic plasticity
45	Elpiniki Papageorgiou, Peter P. Groumpos	A Weight Adaptation Method for Fuzzy Cognitive Maps to a Process Control Problem.	International Conference on Computational Science	2004	DBLP DOI BibTeX RDF	Nonlinear Hebbian learning, fuzzy logic, process control, Learning algorithms, fuzzy cognitive maps
45	Francesco E. Lauria	Increasing the Biological Inspiration of Neural Networks.	WIRN	2002	DBLP DOI BibTeX RDF	Autonomus learning, Concatenate sequences, Caianiello model, Hebbian rule
39	José Andrés Berzal, Pedro J. Zufiria	Analysis of the Sanger Hebbian Neural Network.	IWANN	2005	DBLP DOI BibTeX RDF
39	Jos Koetsier, Emilio Corchado, Donald MacDonald, Juan M. Corchado, Colin Fyfe	Kernel Maximum Likelihood Hebbian Learning.	International Conference on Computational Science	2004	DBLP DOI BibTeX RDF
39	Wulfram Gerstner, Werner M. Kistler	Mathematical formulations of Hebbian learning.	Biol. Cybern.	2002	DBLP DOI BibTeX RDF
39	Roland E. Suri, Terrence J. Sejnowski	Spike propagation synchronized by temporally asymmetric Hebbian learning.	Biol. Cybern.	2002	DBLP DOI BibTeX RDF
39	Colin Lever, Neil Burgess, Francesca Cacucci, Tom Hartley, John O'Keefe	What can the hippocampal representation of environmental geometry tell us about Hebbian learning?	Biol. Cybern.	2002	DBLP DOI BibTeX RDF
39	Simone G. O. Fiori, Francesco Piazza	Neural blind separation of complex sources by extended Hebbian learning (EGHA).	ISCAS (5)	1999	DBLP DOI BibTeX RDF
38	Chrisantha Thomas Fernando, Jonathan E. Rowe	Hebbian learning in a simple gene circuit.	GECCO	2007	DBLP DOI BibTeX RDF	hebbian learning
38	Laurent Perrinet	Finding independent components using spikes: A natural result of hebbian learning in a sparse spike coding scheme.	Nat. Comput.	2004	DBLP DOI BibTeX RDF	over-complete representation, parallel asynchronous processing, sparse spike coding, wavelet transform, emergence, vision, natural images statistics, hebbian learning
35	Saratha Sathasivam	Learning in the Recurrent Hopfield Network.	CGIV	2008	DBLP DOI BibTeX RDF
35	James Ting-Ho Lo	Probabilistic associative memories.	IJCNN	2008	DBLP DOI BibTeX RDF
35	Matthew J. Kyan, Ling Guan	The Self-Organising Hierarchical Variance Map.	IJCNN	2006	DBLP DOI BibTeX RDF
35	Adria Bofill-i-Petit, Alan F. Murray	Learning temporal correlations in biologically-inspired aVLSI.	ISCAS (5)	2003	DBLP DOI BibTeX RDF
35	Emilio Corchado, Colin Fyfe	Identification of Visual Features Using a Neural Version of Exploratory Projection Pursuit.	AICS	2002	DBLP DOI BibTeX RDF
33	Eleni Vasilaki, Stefano Fusi, Xiao-Jing Wang, Walter Senn	Learning flexible sensori-motor mappings in a complex network.	Biol. Cybern.	2009	DBLP DOI BibTeX RDF	Reward-modulated, Hebbian, Visuomotor task, Learning, Multilayer
33	Alejandra Barrera, Alfredo Weitzenfeld	Biologically-inspired robot spatial cognition based on rat neurophysiological studies.	Auton. Robots	2008	DBLP DOI BibTeX RDF	Goal-oriented navigation, Rat’s hippocampus, Target learning, Target unlearning, Topological-metric mapping, Reinforcement learning, Spatial cognition, Hebbian learning, Place recognition
33	Adedoyin Maria Thompson, Bernd Porr, Christoph Kolodziejski, Florentin Wörgötter	Second Order Conditioning in the Sub-cortical Nuclei of the Limbic System.	SAB	2008	DBLP DOI BibTeX RDF	Dopamine, three factor ISO Learning, Conditioning, Hebbian learning
33	María A. Pellicer, María Lourdes Borrajo Diz	An Agent-Based Architecture for the Decision Support Process.	DCAI	2008	DBLP DOI BibTeX RDF	Maximum Likelihood Hebbian Learning, Case Based Reasoning, Agents Technology
33	Khamron Sunat, Chidchanok Lursinsap, Chee-Hung Henry Chu	The p-recursive piecewise polynomial sigmoid generators and first-order algorithms for multilayer tanh-like neurons.	Neural Comput. Appl.	2007	DBLP DOI BibTeX RDF	p-Recursive piecewise polynomial, Rprop algorithm, Anti-Hebbian rule, Sigmoidal function, Backpropagation, Classification problem, Multilayer neural networks
33	Christian R. Huyck, Viviane Moreira Orengo	Information Retrieval and Categorisation using a Cell Assembly Network.	Neural Comput. Appl.	2005	DBLP DOI BibTeX RDF	Neural network, Information retrieval, Categorisation, Hebbian learning, Cell assembly
33	José M. Jerez-Aragonés, Miguel A. Atencia Ruiz	A Learning Rule to Model the Development of Orientation Selectivity in Visual Cortex.	Neural Process. Lett.	2005	DBLP DOI BibTeX RDF	orientation selectivity, visual cortex modelling, unsupervised learning, receptive fields, Hebbian learning
33	Elpiniki Papageorgiou, Peter P. Groumpos	A weight adaptation method for fuzzy cognitive map learning.	Soft Comput.	2005	DBLP DOI BibTeX RDF	Hebbian rule, Soft computing, Process control, Learning algorithms, Fuzzy cognitive maps
33	Guilherme De A. Barreto, Aluízio F. R. Araújo	Storage and Recall of Complex Temporal Sequences through a Contextually Guided Self-Organizing Neural Network.	IJCNN (3)	2000	DBLP DOI BibTeX RDF	context-based learning, spatiotemporal sequences, robotics, Self-organization, Hebbian learning
33	Bo-Yu Tsai, Sandeep Vara Sankar Diddi, Li-Wei Ko, Shuu-Jiun Wang, Chi-Yuan Chang, Tzyy-Ping Jung	Development of an Adaptive Artifact Subspace Reconstruction Based on Hebbian/Anti-Hebbian Learning Networks for Enhancing BCI Performance.	IEEE Trans. Neural Networks Learn. Syst.	2024	DBLP DOI BibTeX RDF
33	Caleb Schultz Kisby, Saúl A. Blanco, Lawrence S. Moss	What Do Hebbian Learners Learn? Reduction Axioms for Iterated Hebbian Learning.	AAAI	2024	DBLP DOI BibTeX RDF
33	Metehan Cekic, Can Bakiskan, Upamanyu Madhow	Towards robust, interpretable neural networks via Hebbian/anti-Hebbian learning: A software framework for training with feature-based costs.	Softw. Impacts	2022	DBLP DOI BibTeX RDF
33	Jafar Shamsi, Maria José Avedillo, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona	Oscillatory Hebbian Rule (OHR): An adaption of the Hebbian rule to Oscillatory Neural Networks.	DCIS	2020	DBLP DOI BibTeX RDF
33	Cengiz Pehlevan, Anirvan M. Sengupta, Dmitri B. Chklovskii	Why Do Similarity Matching Objectives Lead to Hebbian/Anti-Hebbian Networks?	Neural Comput.	2018	DBLP DOI BibTeX RDF
33	H. Sebastian Seung	Two "correlation games" for a nonlinear network with Hebbian excitatory neurons and anti-Hebbian inhibitory neurons.	CoRR	2018	DBLP BibTeX RDF
33	H. Sebastian Seung	Unsupervised learning by a nonlinear network with Hebbian excitatory and anti-Hebbian inhibitory neurons.	CoRR	2018	DBLP BibTeX RDF
33	Aladin Crnkic, Vladimir Jacimovic	Swarms on the 3-sphere with adaptive synapses: Hebbian and anti-Hebbian learning rule.	Syst. Control. Lett.	2018	DBLP DOI BibTeX RDF
33	Cengiz Pehlevan, Anirvan M. Sengupta, Dmitri B. Chklovskii	Adversarial synapses: Hebbian/anti-Hebbian learning optimizes min-max objectives.	CoRR	2017	DBLP BibTeX RDF
33	H. Sebastian Seung, Jonathan Zung	A correlation game for unsupervised learning yields computational interpretations of Hebbian excitation, anti-Hebbian inhibition, and synapse elimination.	CoRR	2017	DBLP BibTeX RDF
33	Cengiz Pehlevan, Tao Hu 0005, Dmitri B. Chklovskii	A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data.	Neural Comput.	2015	DBLP DOI BibTeX RDF
33	Martin Ziegler 0004, Christoph Riggert, Mirko Hansen, Thorsten Bartsch, Hermann Kohlstedt	Memristive Hebbian Plasticity Model: Device Requirements for the Emulation of Hebbian Plasticity Based on Memristive Devices.	IEEE Trans. Biomed. Circuits Syst.	2015	DBLP DOI BibTeX RDF
33	Tao Hu 0005, Cengiz Pehlevan, Dmitri B. Chklovskii	A Hebbian/Anti-Hebbian Network for Online Sparse Dictionary Learning Derived from Symmetric Matrix Factorization.	CoRR	2015	DBLP BibTeX RDF
33	Cengiz Pehlevan, Dmitri B. Chklovskii	Optimization theory of Hebbian/anti-Hebbian networks for PCA and whitening.	CoRR	2015	DBLP BibTeX RDF
33	Cengiz Pehlevan, Tao Hu 0005, Dmitri B. Chklovskii	A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data.	CoRR	2015	DBLP BibTeX RDF
33	Cengiz Pehlevan, Dmitri B. Chklovskii	A Hebbian/Anti-Hebbian Network Derived from Online Non-Negative Matrix Factorization Can Cluster and Discover Sparse Features.	CoRR	2015	DBLP BibTeX RDF
33	Cengiz Pehlevan, Dmitri B. Chklovskii	Optimization theory of Hebbian/anti-Hebbian networks for PCA and whitening.	Allerton	2015	DBLP DOI BibTeX RDF
33	Tao Hu 0005, Cengiz Pehlevan, Dmitri B. Chklovskii	A Hebbian/Anti-Hebbian network for online sparse dictionary learning derived from symmetric matrix factorization.	ACSSC	2014	DBLP DOI BibTeX RDF
33	Cengiz Pehlevan, Dmitri B. Chklovskii	A Hebbian/Anti-Hebbian network derived from online non-negative matrix factorization can cluster and discover sparse features.	ACSSC	2014	DBLP DOI BibTeX RDF
33	Filippo Cona, Melissa Zavaglia, Mauro Ursino	Binding and Segmentation via a Neural Mass Model Trained with Hebbian and Anti-Hebbian Mechanisms.	Int. J. Neural Syst.	2012	DBLP DOI BibTeX RDF
33	Andrew Carnell	An analysis of the use of Hebbian and Anti-Hebbian spike time dependent plasticity learning functions within the context of recurrent spiking neural networks.	Neurocomputing	2009	DBLP DOI BibTeX RDF
33	Michael S. Falconbridge, Robert L. Stamps, David R. Badcock	A Simple Hebbian/Anti-Hebbian Network Learns the Sparse, Independent Components of Natural Images.	Neural Comput.	2006	DBLP DOI BibTeX RDF
33	Frank Joublin, Friederike Spengler, Sylvie Wacquant, Hubert R. Dinse	A columnar model of somatosensory reorganizational plasticity based on Hebbian and non-Hebbian learning rules.	Biol. Cybern.	1996	DBLP DOI BibTeX RDF
33	Kenneth D. Miller	Derivation of Linear Hebbian Equations from a Nonlinear Hebbian Model of Synaptic Plasticity.	Neural Comput.	1990	DBLP DOI BibTeX RDF
28	Max Garagnani, Thomas Wennekers, Friedemann Pulvermüller	Recruitment and Consolidation of Cell Assemblies for Words by Way of Hebbian Learning and Competition in a Multi-Layer Neural Network.	Cogn. Comput.	2009	DBLP DOI BibTeX RDF	Competitive recruitment learning, Memory trace, LTP/LTD, Localist distributed representations, Neurobiologically plausible modelling, Perisylvian cortex, Perception-action associations, Consolidation, Synaptic plasticity, Language acquisition, Neurocomputation
28	Emmanuel Daucé	A Model of Neuronal Specialization Using Hebbian Policy-Gradient with "Slow" Noise.	ICANN (1)	2009	DBLP DOI BibTeX RDF
28	Jan Koutník, Miroslav Snorek	Temporal Hebbian Self-Organizing Map for Sequences.	ICANN (1)	2008	DBLP DOI BibTeX RDF
28	Hideyuki Kato, Tohru Ikeguchi	Self-organized Complex Neural Networks through Nonlinear Temporally Asymmetric Hebbian Plasticity.	ICANN (1)	2008	DBLP DOI BibTeX RDF
28	Miguel A. Gutiérrez-Naranjo, Mario J. Pérez-Jiménez	Hebbian Learning from Spiking Neural P Systems View.	Workshop on Membrane Computing	2008	DBLP DOI BibTeX RDF
28	Payal Shah, Hemant Ramaswami, Ali A. Minai	Self-Organized Hebbian Inference of Environment Topology by Distributed Sensor Networks.	IJCNN	2007	DBLP DOI BibTeX RDF
28	Christopher Crick, Willard L. Miranker	Apoptosis, neurogenesis, and information content in Hebbian networks.	Biol. Cybern.	2006	DBLP DOI BibTeX RDF
28	Miguel E. Figueroa, Esteban Matamala, Gonzalo Carvajal, Seth Bridges	Adaptive Signal Processing in Mixed-Signal VLSI with Anti-Hebbian Learning.	ISVLSI	2006	DBLP DOI BibTeX RDF
28	Adedoyin Maria Thompson, Bernd Porr, Florentin Wörgötter	Stabilising Hebbian Learning with a Third Factor in a Food Retrieval Task.	SAB	2006	DBLP DOI BibTeX RDF
28	LingNing Li, Peng Han, Fan Yang 0003	An Improved E-Learner Communities Self-organizing Algorithm Based on Hebbian Learning Law.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF
28	Enrique Mérida Casermeiro, Domingo López-Rodríguez	Hebbian Iterative Method for Unsupervised Clustering with Automatic Detection of the Number of Clusters with Discrete Recurrent Networks.	CAEPIA	2005	DBLP DOI BibTeX RDF
28	Andres Upegui, Carlos Andrés Peña-Reyes, Eduardo Sanchez	A Hardware Implementation of a Network of Functional Spiking Neurons with Hebbian Learning.	BioADIT	2004	DBLP DOI BibTeX RDF
28	Juan M. Corchado, Emilio Corchado, Jim Aiken, Colin Fyfe, Florentino Fernández Riverola, Manuel Gonzalez	Maximum Likelihood Hebbian Learning Based Retrieval Method for CBR Systems.	ICCBR	2003	DBLP DOI BibTeX RDF
28	Rubem Dutra Ribeiro Fagundes, Alexandre A. Cheuiche Martins, Fernando Comparsi de Castro, Maria Cristina Felippetto de Castro	Automatic Gender Identification by Speech Signal Using Eigenfiltering Based on Hebbian Learning.	SBRN	2002	DBLP DOI BibTeX RDF
28	Guilherme De A. Barreto, Aluízio F. R. Araújo	Competitive and Temporal Hebbian Learning for Production of Robot Trajectories.	SBRN	1998	DBLP DOI BibTeX RDF
28	Akira Imada, Keijiro Araki	Random Perturbations to Hebbian Synapses of Associative Memory Using a Genetic Algorithm.	IWANN	1997	DBLP DOI BibTeX RDF
28	Berthold Ruf, Michael Schmitt 0001	Hebbian Learning in Networks of Spiking Neurons Using Temporal Coding.	IWANN	1997	DBLP DOI BibTeX RDF
28	Francisco de Borja Rodríguez Ortiz, Vicente López 0002	Stability and Hebbian Learning in Populations of Probabilistic Neurons.	IWANN	1997	DBLP DOI BibTeX RDF
28	Margarita Kuzmina, Eduard A. Manykin, Irina Surina	Oscillatory Networks with Hebbian Matrix of Connections.	IWANN	1995	DBLP DOI BibTeX RDF
23	Thomas Wennekers	On the Natural Hierarchical Composition of Cliques in Cell Assemblies.	Cogn. Comput.	2009	DBLP DOI BibTeX RDF	Clique codes, Formal concept analysis, Associative memory, Bio-inspired computing, Cell assemblies
23	Mauro Ursino, Elisa Magosso, Cristiano Cuppini	Recognition of Abstract Objects Via Neural Oscillators: Interaction Among Topological Organization, Associative Memory and Gamma Band Synchronization.	IEEE Trans. Neural Networks	2009	DBLP DOI BibTeX RDF
23	Boris Kryzhanovsky, Vladimir Kryzhanovsky	Binary Optimization: On the Probability of a Local Minimum Detection in Random Search.	ICAISC	2008	DBLP DOI BibTeX RDF
23	Kazuyuki Hara, Seiji Miyoshi, Tatsuya Uezu, Masato Okada	Analysis of Ising Spin Neural Network with Time-Dependent Mexican-Hat-Type Interaction.	ICONIP (2)	2008	DBLP DOI BibTeX RDF
23	Marjan Korosec	Technological information extraction of free form surfaces using neural networks.	Neural Comput. Appl.	2007	DBLP DOI BibTeX RDF	Shape distribution function, Neural network, Self-organized map, Variance, Probability density function, Free form surface
23	Reimer Kühn, Ion-Olimpiu Stamatescu	Learning with incomplete information and the mathematical structure behind it.	Biol. Cybern.	2007	DBLP DOI BibTeX RDF
23	Philipp Häfliger	Adaptive WTA With an Analog VLSI Neuromorphic Learning Chip.	IEEE Trans. Neural Networks	2007	DBLP DOI BibTeX RDF
23	Hiroomi Hikawa, Taku Miyanishi, Kousuke Tamaya	Performance Comparison of SOM Based Hybrid Hardware Classifiers.	IJCNN	2007	DBLP DOI BibTeX RDF
23	Chong Liu, Jonathan Shapiro	Implementing Classical Conditioning with Spiking Neurons.	ICANN (1)	2007	DBLP DOI BibTeX RDF
23	Sebastian Weng, Heiko Wersing, Jochen J. Steil, Helge J. Ritter	Learning lateral interactions for feature binding and sensory segmentation from prototypic basis interactions.	IEEE Trans. Neural Networks	2006	DBLP DOI BibTeX RDF
23	Matthew J. Kyan, Ling Guan	Local Variance Driven Self-Organization for Unsupervised Clustering.	ICPR (3)	2006	DBLP DOI BibTeX RDF
23	Davide Badoni, Massimiliano Giulioni, Vittorio Dante, Paolo Del Giudice	An aVLSI recurrent network of spiking neurons with reconfigurable and plastic synapses.	ISCAS	2006	DBLP DOI BibTeX RDF
23	Razvan V. Florian, Raul Cristian Muresan	Phase Precession and Recession with STDP and Anti-STDP.	ICANN (1)	2006	DBLP DOI BibTeX RDF
23	Minoru Tsukada, Xiaochuan Pan	The spatiotemporal learning rule and its efficiency in separating spatiotemporal patterns.	Biol. Cybern.	2005	DBLP DOI BibTeX RDF
23	Takashi Yamamoto, Katsuki Amemiya, Takashi Yamaguchi	Learning and recalling of phase pattern in coupled BVP oscillators.	ISCAS (3)	2005	DBLP DOI BibTeX RDF
23	Jui-Lin Lai, Peter Chung-Yu Wu	Architectural design and analysis of learnable self-feedback ratio-memory cellular nonlinear network (SRMCNN) for nanoelectronic systems.	IEEE Trans. Very Large Scale Integr. Syst.	2004	DBLP DOI BibTeX RDF
23	Zhihua Wu, Yoko Yamaguchi	Input-dependent learning rule for the memory of spatiotemporal sequences in hippocampal network with theta phase precession.	Biol. Cybern.	2004	DBLP DOI BibTeX RDF
23	Emilio Corchado, Colin Fyfe, Lourdes Sáiz Bárcena, Ana María Lara Palma	Development of a Global and Integral Model of Business Management Using an Unsupervised Model.	IDEAL	2004	DBLP DOI BibTeX RDF
23	Donald MacDonald, Jos Koetsier, Emilio Corchado, Colin Fyfe, Juan M. Corchado	A Kernel Method for Classification.	MICAI	2004	DBLP DOI BibTeX RDF
23	Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos	The Challenge of Soft Computing Techniques for Tumor Characterization.	ICAISC	2004	DBLP DOI BibTeX RDF
23	Khurshid Ahmad 0001, Matthew C. Casey, Bogdan Vrusias, Panagiotis Saragiotis	Combining Multiple Modes of Information Using Unsupervised Neural Classifiers.	Multiple Classifier Systems	2003	DBLP DOI BibTeX RDF
23	Walter Senn	Beyond spike timing: the role of nonlinear plasticity and unreliable synapses.	Biol. Cybern.	2002	DBLP DOI BibTeX RDF