| # | Title | Journal | Year | Citations |
|---|
| 1 | Self-organized formation of topologically correct feature maps | Biological Cybernetics | 1982 | 7,427 |
| 2 | “Neural” computation of decisions in optimization problems | Biological Cybernetics | 1985 | 4,693 |
| 3 | Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position | Biological Cybernetics | 1980 | 3,764 |
| 4 | A theory of biological pattern formation | Biological Cybernetics | 1972 | 2,683 |
| 5 | Coherent oscillations: A mechanism of feature linking in the visual cortex? | Biological Cybernetics | 1988 | 2,262 |
| 6 | A theoretical model of phase transitions in human hand movements | Biological Cybernetics | 1985 | 2,172 |
| 7 | The structure of images | Biological Cybernetics | 1984 | 2,104 |
| 8 | Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors | Biological Cybernetics | 1976 | 1,819 |
| 9 | Dynamics of pattern formation in lateral-inhibition type neural fields | Biological Cybernetics | 1977 | 1,768 |
| 10 | A mathematical theory of the functional dynamics of cortical and thalamic nervous tissue | Biological Cybernetics | 1973 | 1,698 |
| 11 | A hierarchical neural-network model for control and learning of voluntary movement | Biological Cybernetics | 1987 | 1,482 |
| 12 | Formation and control of optimal trajectory in human multijoint arm movement | Biological Cybernetics | 1989 | 1,450 |
| 13 | Partial directed coherence: a new concept in neural structure determination | Biological Cybernetics | 2001 | 1,446 |
| 14 | Self-organization of orientation sensitive cells in the striate cortex | Biological Cybernetics | 1973 | 1,399 |
| 15 | On the computational architecture of the neocortex | Biological Cybernetics | 1992 | 1,010 |
| 16 | A neural cocktail-party processor | Biological Cybernetics | 1986 | 980 |
| 17 | Self-organized control of bipedal locomotion by neural oscillators in unpredictable environment | Biological Cybernetics | 1991 | 957 |
| 18 | Accelerating the convergence of the back-propagation method | Biological Cybernetics | 1988 | 947 |
| 19 | Auto-association by multilayer perceptrons and singular value decomposition | Biological Cybernetics | 1988 | 942 |
| 20 | A new method of the description of the information flow in the brain structures | Biological Cybernetics | 1991 | 916 |
| 21 | A Review of the Integrate-and-fire Neuron Model: I. Homogeneous Synaptic Input | Biological Cybernetics | 2006 | 905 |
| 22 | Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns | Biological Cybernetics | 1995 | 878 |
| 23 | The mechanics of multi-joint posture and movement control | Biological Cybernetics | 1985 | 869 |
| 24 | Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance | Biological Cybernetics | 2001 | 858 |
| 25 | Physical principles for economies of skilled movements | Biological Cybernetics | 1983 | 854 |
| 26 | Dynamic interactions between limb segments during planar arm movement | Biological Cybernetics | 1982 | 773 |
| 27 | Simulation of chaotic EEG patterns with a dynamic model of the olfactory system | Biological Cybernetics | 1987 | 758 |
| 28 | Voluntary finger movement in man: Cerebral potentials and theory | Biological Cybernetics | 1976 | 753 |
| 29 | On the computational architecture of the neocortex | Biological Cybernetics | 1991 | 750 |
| 30 | Networks and the best approximation property | Biological Cybernetics | 1990 | 745 |
| 31 | A vector-magnitude model of contrast detection | Biological Cybernetics | 1974 | 706 |
| 32 | Model of brain rhythmic activity | Biological Cybernetics | 1974 | 687 |
| 33 | Action and behavior: a free-energy formulation | Biological Cybernetics | 2010 | 686 |
| 34 | Adaptive pattern classification and universal recoding: II. Feedback, expectation, olfaction, illusions | Biological Cybernetics | 1976 | 665 |
| 35 | Sustained oscillations generated by mutually inhibiting neurons with adaptation | Biological Cybernetics | 1985 | 657 |
| 36 | The internal representation of solid shape with respect to vision | Biological Cybernetics | 1979 | 632 |
| 37 | Optimal response of eye and hand motor systems in pointing at a visual target | Biological Cybernetics | 1979 | 628 |
| 38 | Mechanisms of frequency and pattern control in the neural rhythm generators | Biological Cybernetics | 1987 | 591 |
| 39 | A mathematical theory of visual hallucination patterns | Biological Cybernetics | 1979 | 589 |
| 40 | Spatial mapping in the primate sensory projection: Analytic structure and relevance to perception | Biological Cybernetics | 1977 | 588 |
| 41 | A computational model of four regions of the cerebellum based on feedback-error learning | Biological Cybernetics | 1992 | 583 |
| 42 | Representation of local geometry in the visual system | Biological Cybernetics | 1987 | 579 |
| 43 | The control of hand equilibrium trajectories in multi-joint arm movements | Biological Cybernetics | 1987 | 578 |
| 44 | Gabor filters as texture discriminator | Biological Cybernetics | 1989 | 567 |
| 45 | Action understanding and active inference | Biological Cybernetics | 2011 | 550 |
| 46 | Self-organizing semantic maps | Biological Cybernetics | 1989 | 549 |
| 47 | Cognitron: A self-organizing multilayered neural network | Biological Cybernetics | 1975 | 520 |
| 48 | Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment | Biological Cybernetics | 2000 | 519 |
| 49 | The identification of nonlinear biological systems: Wiener and Hammerstein cascade models | Biological Cybernetics | 1986 | 511 |
| 50 | A computational model of action selection in the basal ganglia. I. A new functional anatomy | Biological Cybernetics | 2001 | 510 |
