John A. Hertz: publications

 

 

Phenomenological Theory of Static Critical Phenomena, Phys Lett 28A 240 (1968)

 

Dynamical Scale Invariance in Itinerant Electron Ferromagnets, Ph.D. thesis, University of Pennsylvania, 1970

 

Critical Spin Fluctuations in Itinerant Electron Ferromagnets, Int J Magnetism 1 253 (1971)

 

Critical Spin Fluctuations in Itinerant Electron Ferromagnets II: Sum Rule Methods, Int J Magnetism 1 307 (1971)

 

Critical Spin Fluctuations in Itinerant Electron Ferromagnets III: Boltzmann Equation Approach, Int J Magnetism 1 313 (1971)

 

Critical Fluctuations in Itinerant Antiferromagnets, Int J Magnetism 2 421 (1971)

 

Scaling Theory for Localized Spin Fluctuations, J Low Temp Phys 5 123 (1971)

 

Violation of Dynamical Scaling in Ferromagnets, in Dynamical Critical Phenomena, Kawatra and Budnick, eds (Gordon and Breach, 1972)

 

Intermediate Coupling Theory for Itinerant Electron Ferromagnetism (with D M Edwards), Phys Rev Lett 28 134 (1972)

 

Spin Dependent Tunnelling into Ferromagnetic Transition Metals (with K Aoi), Phys Rev B 8 3252 (1973)

 

Electron-magnon Interactions in Itinerant Ferromagnetism I: Formal Theory (with D M Edwards), J Phys F 3 2174 (1973)

 

Electron-magnon Interactions in Itinerant Ferromagnetism II: Strong Ferromagnetism (with D M Edwards), J Phys F 3 2191 (1973)

 

Beyond Stoner Theory in Transition Metal Ferromagnets, in Proceedings of the International Conference on Magnetism, Moscow, 1973, Moscow: Nauka, 1974, vol III, p 354

 

Fluctuations in Itinerant Electron Paramagnets (with M A Klenin), Phys Rev B 10 1084 (1974)

 

The Metal-ferroelectric Transition in TTF-TCNQ (with M H Cohen, P M Horn and V K S Shante), in Proceedings of the International Symposium on Atomic, Molecular, and Solid State Theory and Quantum Biology, Sanibel, Florida, Int J Quantum Chem, Symp 8 491 (1974)

 

Zero-and Low-temperature Phase Transitions and the Renormalization Group, Conference on Magnetism and Magnetic Materials, 1974, AIP Conf Proc 24 298 (1975)

 

Fluctuations in Singlet-ground-state Magnets (with M A Klenin), Conference of Magnetism and Magnetic Materials, 1974, AIP Conf Proc 24 242 (1975)

 

Magnetic Fluctuations in Singlet-ground-state Systems (with M A Klenin), Phys Rev B 14 1165 (1976)

 

Absence of a Migdal Theorem for Paramagnons and its Implications for Superfluid He-3 (with K Levin and M T Beal-Monod), Solid State Commun 18 803 (1976)

 

Quantum Critical Phenomena, Phys Rev B 14 1165 (1976)

 

Virtual Spin Waves in Itinerant Ferromagnets above Tc (with M A Klenin) Conference on Magnetism and Magnetic Materials, 1975, AIP Conf Proc 29 270 (1976)

 

Local Spin Fluctuations in Chemisorption (with J Handler) Conference on Magnetism and Magnetic Materials, 1975, AIP Conf Proc 29 540 (1976)

 

The Importance of Vertex Corrections in Paramagnon Theories (with K Levin and M T Beal-Monod), Conference on Magnetism and Magnetic Materials, 1975, AIP Conf Proc 29 323 (1976)

 

A Spin-fluctuation Description of Chemisorption (with J Handler), Phys Rev B   15 4667 (1977)

 

Theory of a Fermi Glass (with R Freedman), Phys Rev B 15 2384 (1977)

 

Sloppy Spin Waves above Tc (with M A Klenin), Physica B 91 49 (1977)

 

The Liquid-gas Critical Point in 3.3 Dimensions (with O T Valls), Phys Rev B 18 2367 (1978)

 

Critical Dynamics of a Heisenberg Spin Glass (with R A Klemm) Phys Rev Lett 40 1397 (1978)        

 

Gauge Models for Spin Glasses, Phys Rev B 19 4875 (1978)

 

The Stoner Glass, Phys Rev B 19 4976 (1978)

 

Dynamics near the Spin Glass Transition (with R A Klemm), Phys Rev B 20 316 (1979)

 

Renormalization Group Approach to the Critical Dynamics of a Heisenberg Spin Glass (with R A Klemm), J Phys C 12 L527 (1979)

 

Marginal Fluctuations in a Bose Glass (with P W Anderson and L Fleishman), Phys Rev Lett 43 942 (1979)

 

Models of Heisenberg Spin Glasses, J Appl Phys 50 7315 (1979)

 

Real Space Renormalization for the Luttinger-Thirring Model on a Lattice (with V R Vieira), Phys Rev B 21 2336 (1980)

 

Quantum Critical Dynamics with Mode-mode Coupling I: Ferromagnets (with W Ridgway), Phys Rev B 22 236 (1980)

 

Instability of the Edwards-Anderson Order Parameter in an Ising Spin Glass (with A Khurana), J Phys C 13 2715 (1980)

 

Theoretical Issues in Chemisorption (with T L Einstein and J R Schrieffer), in Theory of Chemisorption, J R Smith, ed, Berlin: Springer Verlag, 1980

 

Stoner and Kondo Spin Glasses, in Electron Correlation and Magnetism in Narrow-band Systems, T Moriya, ed, Berlin: Springer Verlag, 1981, pp 138-149

 

Propagation of Sound in a Spin Glass (with R A Klemm and A Khurana), Phys Rev Lett 46 496 (1981)

 

Stabilization of the Order Parameter Fluctuations in Spin Glasses (with A Khurana and M Puoskari), in Disordered Systems and Localization, C Castellani, C Di Castro and L Peliti, eds, Lecture Notes in Physics 149, Berlin: Springer Verlag, 1981

 

Dynamics as a Treatment of the Almeida-Thouless Instability (with A Khurana and M Puoskari), Phys Rev B 25 2065 (1982)

 

Renormalization of the Anisotropic Antiferromagnetic Heisenberg Chain (with M Puoskari), Physica Scripta 26 349 (1982)

 

Dynamical Mean Field Theory for Spin Glasses I: short time properties in zero field, J Phys C 16 1219 (1983)

 

Dynamical Mean Field Theory for Spin Glasses II: approach to equilibrium in a small field, J Phys C 16 1233 (1983)

 

Order Parameters in Spin Glasses (with K H Fischer), J Phys C 16 5017 (1983)

 

Dynamics and Stability of the Sherrington-Kirkpatrick Model, J Magn Magn Mater 31-34 1419 (1983)

 

Self-consistent Mean Field Theory of the Dynamics of a Heisenberg Spin Glass (with R A Klemm), Phys Rev B 28 2877 (1983)

 

Spin Glass Dynamics with Conserved Magnetization (with R A Klemm), Phys Rev B 28 3849 (1983)

 

Spectra of Condensed Modes in Spin Glasses: Mean Field Theory and Time Dependence, Phys Rev Lett 51 1880 (1983)

 

Disordered Magnetism, in Solid State Physics, Lecture Notes, Nordita-Helsinki Technical University Winter School, Tvärminne, Finland, 1984, NORDITA, Copenhagen, 1984

 

Renormalization Theory for Spin Glasses based on Eigenstates of the J Matrix, J Appl Phys 57 3366 (1985)

              

Fractal Parisi Order Function in a Hierarchical Spin Glass (with P Sibani), Nobel Symposium on the Physics of Chaos and Related Problems, Graftavallen, Sweden, 1984, Physica Scripta T9 199 (1985)

 

Parisi Function for two Spin Glass Models (with P Sibani), J Phys A 18 1255 (1985)

 

Disordered Systems (Nordita Lecture Notes), Physica Scripta T10 1 (1985)

 

Nonuniversal Critical Dynamical Behaviour in a Model for Charge Density Wave Dynamics (with R K Ritala), Physica Scripta 34 264-268 (1986)

 

Memory Networks with Asymmetric Bonds (with G Grinstein and S A Solla), in   Neural Networks for Computing} (J Denker, ed), AIP Conf Proc 151 212 (1986)

                             

A Brief Introduction to Spin Glasses and Related Complex Problems, Proceedings of Conference on Advances in Phase Transitions and Disorder Phenomena}, Amalfi, Italy, June 1986, World Scientific, Ltd (1987); short version also published in Recent Progress in Many--Body Theories, A Kallio, E Pajanne and R F Bishop, eds, Plenum Press, 1988

 

Irreversible Spin Glasses and Neural Networks (with G Grinstein and S A Solla), in Proceedings of the Heidelberg Conference on Glassy Dynamics and Optimization, 1986, I Morgenstern and J L van Hemmen, eds, Springer Verlag (1987)

 

Hierarchical Associative Networks (with C Cortes and A Krogh), J Phys A 20 4449-4455 (1987)

 

A Cortical Network for Early Visual Processing (with P Møller and M Nylén), in Neural Computers, R Eckmiller and C v d Malsburg, eds, (Springer Verlag, 1988) pp 139-148

 

Mean Field Analysis of Hierarchical Associative Networks with “Magnetisation” (with A Krogh) J Phys A 21 2211-2224 (1988)

 

A "Gauge Theory" in Computational Vision: a Model for Outline Extraction, Physica Scripta 39 161-167 (1989)

 

Dynamics of Learning in Simple Perceptrons (with G I Thorbergsson and A Krogh) Physica Scripta T25 149-151 (1989)

 

Statistical Mechanics of Neural Computation, in Proceedings of the International Conference on Vector and Parallel Computing, Tromsø, Norway, June 1988} (MIT Press, 1989); also published in Int J Supercomputer Applications 2 #4, 54-62 (1988)

 

Hierarchical Associative Networks (with A Krogh), in Neural Networks from Models to Applications, L Personnaz and G Dreyfus, eds (IDSET, Paris, 1989) pp 336-342

 

Phase Transitions in Simple Learning (with A Krogh and G I Thorbergsson) J Phys A 22 2133-2150 (1989)

 

A Network System for Image Segmentation (with C Cortes) in Proc Int Joint Conf on Neural Networks, Washington, 1989 (IEEE-INNS) pp 121-125

 

A Simple Model for Pattern Formation in Primate Visual Cortex for the case of Monocular Deprivation (with J R Thomson, Z Zhang, Wm Cowan, M Grant, and M J Zuckermann) Physica Scripta T33 102-109 (1990)

 

A Cost Function for Internal Representations (with A Krogh and G I Thorbergsson), Advances in Neural Information Processing Systems 2 733-740, ed. D Touretzky (Morgan Kaufmann, 1990)

 

Statistical Mechanics of Learning, pp. 34-39 in Characterizing Complex Systems, ed. H Bohr (World Scientific, 1990)

 

Hebbian Learning of Principal Components (with A Krogh), pp. 183-186 in Parallel Processing in Neural Systems and Computers, ed. R Eckmiller, G Hartmann and G Hauske (North-Holland, 1990)

 

Exploiting Neurons with Localized Receptive Fields to Learn Chaos (with K Stokbro and D K Umberger), Complex Systems 4 603-622 (1990)

 

Statistical Dynamics of Learning, in Statistical Mechanics of Neural Networks, (Lecture Notes in Physics 368) pp 137-153, ed. L Garrido (Springer, 1990)

 

The Breakdown of Fermi Liquid Theory in the Hubbard Model (with D M Edwards), Physica D 163 527-529 (1990)

 

Neural Decoding (with B G Hertz, B Richmond and L M Optican), pp 437-446 in From Pigments to Perception: Advances in Understanding Visual Processes, eds. Arne Valberg and Barry B Lee (Plenum Press, 1991)

 

Dynamics of Generalization in Linear Perceptrons (with A S Krogh), Advances in Neural Information Processing Systems 3 897-903, eds. Richard P Lippmann, John E Moody and David S Touretzky (Morgan Kaufmann, 1991)

 

Introduction to the Theory of Neural Computation (book, with R G Palmer and A S Krogh, Addison-Wesley, 1991)

 

Spin Glasses (book, with K H Fischer, Cambridge University Press, 1991)

 

Dynamics of a Hierarchical Spin Glass (with R Riera), J Phys A 24 2625-2644 (1991)

 

Statistical Dynamics of Learning (with A S Krogh), in Artificial Neural Networks (Proceedings ICANN-91): vol. 1, pp 125-131, ed. T Kohonen et al (Elsevier, 1991)

 

Generalization in a Linear Perceptron in the Presence of Noise (with A S Krogh), J Phys A 25 1135-1147 (1992)

 

A Simple Weight Decay can Improve Generalization (with A S Krogh), Advances in Neural Information Processing Systems 4 950-957, eds. J E Moody, S J Hanson and R P Lippmann (Morgan Kaufmann, 1992)

 

Decoding of Neuronal Signals in Visual Pattern Recognition (with E Eskandar, B J Richmond, L M Optican and T W Kjær), Advances in Neural Information Processing Systems 4 356-363, eds. J E Moody, S J Hanson and R P Lippmann (Morgan Kaufmann, 1992)

 

Generalization in a Large Committee Machine (with H Schwarze), Europhysics Letters 20 375-380 (1992)

 

Prediction with Recurrent Networks (with N H Wulff) in Neural Networks for Signal Processing II, Proceedings of the 1993 IEEE Workshop (S Kung, F Fallside, J Å Sørensen and C Kamm, eds.), pp. 464-473, IEEE Press (1992)

 

Measuring Natural Neural Processing with Artificial Neural Networks (with T W Kjær, E N Eskandar and B J Richmond), Int J Neural Systems 3 (Suppl) 91-103 (1992)

 

Generalization in Fully Connected Committee Machines (with H Schwarze), Europhysics Letters 21 785-790 (1993)

 

Statistical Mechanics of Learning in a Large Committee Machine (with H Schwarze), Advances in Neural Information Processing Systems 5 523-530, eds. S J Hanson, J D Cowan and C L Giles (Morgan Kaufmann, 1993)

 

Learning Cellular Automaton Dynamics with Neural Networks (with N H Wulff), Advances in Neural Information Processing Systems 5 631-638, eds. S J Hanson, J D Cowan and C L Giles (Morgan Kaufmann, 1993)

 

Learning from Examples in Fully Connected Committee Machines (with H Schwarze), J Phys A 26 4919-4936 (1993)

 

Generalization in Large Committee Machines (with H Schwarze), Physica A 200 563-569 (1993)

 

Generalization in Neural Networks: Theory and Practice, pp 55-64 in Proceedings of the International Workshop on Artificial Intelligence Applications in Solar-Terrestrial Physics, eds: J Joselyn, H Lundstedt and J Trollinger (Boulder CO: NOAA Space Environment Laboratory, 1993)

 

Discontinuous Generalization in Large Committee Machines (with H Schwarze), Advances in Neural Information Processing Systems 6 399-406 (Morgan Kaufmann, 1994)

 

Decoding Cortical Neuronal Signals: Network Models, Information Estimation, and Spatial Tuning (with T W Kjær and B J Richmond) J Comput Neurosci 1 109-139 (1994)

 

Glassy Transition and Aging in a Model Without Disorder (with S Franz), Phys Rev Lett 74 2114-2117 (1995)

 

Information Flow and Temporal Coding in Primate Pattern Vision (with J Heller, T W Kjær and B J Richmond), J Comp Neurosci 2, 175-193 (1995)

 

Information Spectroscopy of Single Neurons (with J Heller, T W Kjær and B J Richmond), Int J Neural Systems 6 (Suppl) 123-132 (1995)

 

Analysis of Synfire Chains (with M Herrmann and A Prügel-Bennett), Network: Computation in Neural Systems 6 403-414 (1995)

 

Computing with Attractors, pp 230-234 in Handbook of Brain Theory and Neural Networks} (M Arbib, ed) MIT Press (1995)

 

Sensory Coding and Information Theory, pp 864-867 in Handbook of Brain Theory and Neural Networks} (M Arbib, ed) MIT Press (1995)

 

Adjacent Visual Cortical Complex Cells Share About 20% of their Stimulus-Related Information (with T J Gawne, T W Kjær and B J Richmond), Cerebral Cortex 6 482-489 (1996)

 

Learning Short Synfire Chains by Self-organization (with A Prügel-Bennett), Network: Computation in Neural Systems 7 357-363 (1996)

 

Learning Synfire Chains: Turning Noise into Signal (with A Prügel-Bennett), Int J Neural Systems 7 445-450 (1996)

 

Nonlinear Back-propagation:  Doing Back-propagation without Derivatives of the Activation Function (with A Krogh, B Lautrup and T Lehman), IEEE Trans Neural Networks 8 1321-1327 (1997)

 

Insensitivity of V1 Complex Cell Responses to Small Shifts in the Retinal Image of Complex Patterns (with T W Kjær, T J Gawne and B J Richmond), J Neurophysiol 78 3187-3197 (1997)

 

How well can we estimate the information carried in neuronal responses from limited samples? (with D Golomb, S Panzeri, B J Richmond and A Treves) Neural Computation 9 649-665 (1997)

 

Modelling Synfire Processing, pp 135-144 in Theoretical Aspects of Neural Computation, K-Y M Wong, I King and D-Y Yeung, eds (Springer-Verlag, 1997)

 

Toward a mean-field model of a genome, Phil Mag B 77 1593-1599 (1998)

 

Odor recognition and segmentation by coupled olfactory bulb and cortex (with Zhaoping Li), Neurocomputing 26-27 789-794 (1999)

 

The Relation between V1 Neuronal Responses and Eye-movement-like Stimulus Presentations (with B J Richmond and T J Gawne), Neurocomputing 26-27 247-254 (1999)

 

I risultati dell'elaborazione neuronale come fonte dell'informazione (Reading the Information in the Outcome of Neural Computation), in Frontiere della Vita, Vol. 3, Sistemi Intelligenti, pp. 631-649, Istituto della Enciclopedia Italiana, 1999

 

Modeling Synfire Networks, in Neuronal Information Processing, from Biological Data to Modelling and Applications, eds. G Burdet, P. Combe and O Parodi, (World Scientific, 1999)

 

Competition between glassiness and order in a multi-spin glass (with D Sherrington and Th M Nieuwenhuizen), Phys Rev E 60, R2460 (1999)

 

Odour Recognition and segmentation by a model olfactory bulb and cortex (with Zhaoping Li), Network: Computation in Neural Systems 11 83-102 (2000)

 

Coarse-grained reverse engineering of genetic regulatory networks (with M Wahde), Biosystems 55 129-136 (2000)

 

Random Heteropolymer Dynamics (with Z Konkoli and S Franz) Phys Rev E 64 051910 (2001)                         

 

Modeling genetic regulatory dynamics in neural development (with M Wahde), J Comput Biol 8 429-442 (2001)

 

Spike-Timing-Dependent Learning for Oscillatory Networks (with S Scarpetta and Z Li), Advances in Neural Information Processing Systems 13 152-158 (2001)

 

Reverse engineering of sparsely connected genetic regulatory networks (with M Wahde and M L Andersson), Proc 2nd Workshop on Computation of Biochemical Pathways and Genetic Networks, Heidelberg, 31-37 (Berlin: Logos Verlag, 2001)

       

Stability of asynchronous firing states in networks with synaptic adaptation (with S Solinas), Neurocomputing 38-40 915-920 (2001)

 

Neurons, Networks and Cognition: an Introduction to Neural Modeling, in Models of Neural Networks IV (L van Hemmen, J D Cowan and E Domany, eds), pp 1-46 (Springer, 2002)

 

Hebbian imprinting and retrieval in oscillatory neural networks (with S Scarpetta and Z Li), Neural Computation 14 2371-2396 (2002)

 

Sensory Coding and Information Transmission (with S Panzeri), in Handbook of Brain Theory and Neural Networks (M Arbib, ed, MIT Press, 2002)

 

Computing with Attractors, in Handbook of Brain Theory and Neural Networks (M Arbib, ed, MIT Press, 2002)

 

Learning in an oscillatory cortical model (with S Scarpetta and Z Li), in Scaling and Disordered Systems (F Family, M Daoud, H J Herrmann and H E Stanley, eds, World Scientific, 2002)

 

Effective dimensionality of large-scale expression data using principal component analysis (with M Hörnqvist and M Wahde), BioSystems 65 147-156 (2002)

 

Embedding a native state into a random heteropolymer model: the dynamic approach (with Z Konkoli), Phys Rev E 67 051915 (2003)

 

Anomalous response variability in a balanced cortical network model (with B J Richmond and K Nilsen), Neurocomputing 52-54 787-792 (2003)

 

Soliton-dynamical approach to a noisy Ginzburg-Landau model (with H Fogedby and A Svane), Europhys Lett 62 795-800 (2003)

 

High-conductance states in a mean-field cortical network model (with M Ahmadi and A Lerchner), Neurocomputing 58-60 935-940 (2004)

 

Domain wall propagation and nucleation in a metastable two-level system (with H C Fogedby and A Svane), Phys Rev E 70 031105 (2004)

 

Response variability in balanced cortical networks (with A Lerchner, C Ursta, M Ahmadi, P Ruffiot and S Enemark), Neural Computation, 18 634-659 (2006)

 

Mean field methods for cortical network dynamics (with A Lerchner and M Ahmadi), pp 71-89 in in Computational Neuroscience: Cortical Dynamics (Proceedings Erice School on Cortical Dynamics), P Érdi, A Esposito, M Marinaro and S Scarpetta, eds (Springer, 2004)

 

Mean field theory for a balanced hypercolumn model of orientation selectivity in primary visual cortex (with A Lerchner, G Sterner and M Ahmadi), Network: Computation in Neural Systems 17 131-150 (2006)

 

Cross-correlations in a high-conductance state of a model cortical network, Neural Computation, in review (2008)

 

The Ising Model for Neural Data: Model Quality and Approximate Methods for Extracting Functional Connectivity (with Y Roudi and J Tyrcha)

Phys Rev E, in review, preprint available at http://arxiv.org/abs/0902.2885 (2009)

 

Pairwise models of neural spike trains (with Y Roudi and E Aurell), in preparation, to be submitted to Frontiers in Computational Neuroscience (2009)