Daniel Amit
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(Suggest an Edit or Addition)According to Wikipedia, Daniel J. Amit was an Israeli physicist and pacifist, who was one of the pioneers in the field of computational neuroscience. Amit, Hanoch Gutfreund and Haim Sompolinsky, in a set of papers referred to as the ASG papers, were the first to demonstrate the utility of statistical mechanics in neural network research and helped establish theoretical and computational neuroscience as a novel approach that brings into brain research unique powerful sets of concepts, models, and standards of rigour.
Daniel Amit's Published Works
Published Works
- Field Theory, the Renormalization Group, and Critical Phenomena: Graphs to Computers (1984) (1373)
- Model of global spontaneous activity and local structured activity during delay periods in the cerebral cortex. (1997) (1028)
- Modelling Brain Function: The World of Attractor Neural Networks (1989) (775)
- Modeling brain function: the world of attractor neural networks, 1st Edition (1989) (755)
- Statistical mechanics of neural networks near saturation (1987) (673)
- The Hebbian paradigm reintegrated: Local reverberations as internal representations (1995) (362)
- Learning in Neural Networks with Material Synapses (1994) (291)
- Quantitative Study of Attractor Neural Network Retrieving at Low Spike Rates: I (1991) (287)
- Spike-Driven Synaptic Plasticity: Theory, Simulation, VLSI Implementation (2000) (241)
- Dynamics of a recurrent network of spiking neurons before and following learning (1997) (235)
- Renormalisation group analysis of the phase transition in the 2D Coulomb gas, Sine-Gordon theory and XY-model (1980) (208)
- Conversion of Temporal Correlations Between Stimuli to Spatial Correlations Between Attractors (1999) (197)
- Asymptotic behavior of the "true" self-avoiding walk (1983) (196)
- Quantitative study of attractor neural networks retrieving at low spike rates: II. Low-rate retrieval in symmetric networks (1991) (177)
- Retrospective and prospective persistent activity induced by Hebbian learning in a recurrent cortical network (2003) (112)
- Renormalization of the Potts model (1976) (108)
- Learning internal representations in an attractor neural network with analogue neurons (1995) (88)
- SATURATION LEVEL OF THE HOPFIELD MODEL FOR NEURAL NETWORK (1986) (75)
- Attractor neural networks with biological probe records (1990) (74)
- Spike-Driven Synaptic Dynamics Generating Working Memory States (2003) (73)
- Neural networks counting chimes. (1988) (68)
- Optimised network for sparsely coded patterns (1989) (67)
- Paradigmatic Working Memory (Attractor) Cell in IT Cortex (1997) (67)
- Asymptotic behavior of the (1983) (62)
- Spin-glass models of neural networks (1987) (61)
- Associative memory neural network with low temporal spiking rates. (1989) (60)
- Multiple-object working memory--a model for behavioral performance. (2003) (56)
- Breaking of scale invariance in π6 theory: Tricriticality and critical end-points (1985) (52)
- Metastable states in asymmetrically diluted Hopfield networks (1988) (50)
- Constraints on learning in dynamic synapses (1992) (50)
- E ective neurons and attractor neural networks in cortical environment (1992) (48)
- Perceptron learning with sign-constrained weights (1989) (44)
- Learning in realistic networks of spiking neurons and spike‐driven plastic synapses (2005) (43)
- Electronic implementation of an analogue attractor neural network with stochastic learning (1995) (43)
- Multi-level approaches to discrete-state and stochastic problems (1986) (42)
- Effective neural response function for collective population states. (1999) (41)
- Mean Field and Capacity in Realistic Networks of Spiking Neurons Storing Sparsely Coded Random Memories (2004) (39)
- The eye and the hand: neural mechanisms and network models for oculomanual coordination in parietal cortex. (2003) (38)
- The Ginzburg criterion-rationalized (1974) (36)
- Retrieval phase diagrams for attractor neural networks with optimal interactions (1990) (35)
- On dangerous irrelevant operators (1982) (35)
- Effective interaction calculations of energy levels and wave functions in the nuclear 1p shell (1964) (34)
- VORTEX RINGS IN A BOSE FLUID (1966) (34)
- Mean-field analysis of selective persistent activity in presence of short-term synaptic depression (2006) (34)
- Crossover at a bicritical point: Asymptotic behavior of a field theory with quadratic symmetry breaking (1978) (33)
- Simulation in neurobiology: theory or experiment? (1998) (33)
- The interaction space of neural networks with sign-constrained synapses (1989) (33)
- First order transitions induced by fluctuations in general φ4-theories (1981) (33)
- In defence of single-electrode recordings (1992) (32)
- Low firing rates: an effective Hamiltonian for excitatory neurons (1989) (32)
- Coupling of Density and Spin Fluctuations to Quasiparticles in a Fermi Liquid (1968) (30)
- Selective delay activity in the cortex: phenomena and interpretation. (2003) (28)
- Persistent delay activity in cortex: a Galilean phase in neurophysiology? (1994) (28)
- Next-to-Leading Terms in the Correlation Function inside the Scaling Regime (1974) (28)
- Neurophysiology of a VLSI spiking neural network: LANN21 (2000) (27)
- Universality in the percolation problem—Anomalous dimensions of φ4 operators (1977) (27)
- Functional integral approach to the magnetic impurity problem: The superiority of the two-variable method (1973) (27)
- The phase transition in the continuous Potts model (1974) (26)
- Cross-over behavior of the nonlinear σ-model with quadratically broken symmetry (1978) (25)
- Statistical Physics: An Introductory Course (1999) (21)
- Serial memory strategies in macaque monkeys: behavioral and theoretical aspects. (2002) (21)
- Renormalization-group study of the critical end point in 4 − ε dimensions (1982) (21)
- Neural potentials as stimuli for attractor neural networks (1990) (21)
- Universal Memory Mechanism for Familiarity Recognition and Identification (2008) (20)
- Non-linear σ-model and CP(n−1) at 2 + ε dimensions (1980) (19)
- FUNCTIONAL INTEGRALS IN QUANTUM FIELD THEORY (1993) (18)
- Attractor neural networks and biological reality: associative memory and learning (1989) (18)
- Architecture of attractor neural networks performing cognitive fast scanning (1990) (17)
- The properties of models of simple neural networks (1987) (17)
- Modeling brain function: Introduction (1989) (17)
- Memory of Ordinal Number Categories in Macaque Monkeys (2006) (17)
- Logarithmic Terms in the Specific Heat of a Normal Fermi Liquid (1968) (17)
- New form for the thermodynamic potential of He II near Tλ (1968) (17)
- Optimizing One-Shot Learning with Binary Synapses (2008) (17)
- Multi-item working memory--a behavioral study. (2005) (16)
- QUASI PARTICLE SELF-ENERGY AND SPECIFIC HEAT OF A FERMI LIQUID: APPLICATION TO $sup 3$He. (1967) (14)
- Adequate input for learning in attractor neural networks (1993) (13)
- Field theory description of continuous phase transitions (1973) (13)
- Kosterlitz-thouless transition and self-duality in three dimensions☆ (1982) (13)
- Symmetry breaking in the non-compact sigma model (1983) (13)
- Path-Integral Approach to the Magnetic-Impurity Problem. I (1971) (13)
- Exactly soluble limit of phi3 field theory with internal Potts symmetry (1979) (12)
- Oscillations and Irregular Emission in Networks of Linear Spiking Neurons (2001) (12)
- Phase transition in HeII films (1968) (11)
- Impact of spatiotemporally correlated images on the structure of memory (2007) (11)
- Learning attractors in an asynchronous, stochastic electronic neural network. (1998) (9)
- Learning attractors in an asynchronous, stochastic electronic neural network (1998) (9)
- Changeover from a critical line to a tricritical point in the large N-limit (1973) (9)
- When the Landau criterion fails qualitatively (1975) (8)
- The Wilson theory and the Ginzburg critical region (1973) (8)
- Prosopagnosia in high capacity neural networks storing uncorrelated classes (1990) (8)
- Neural Networks — Achievements, Prospects, Difficulties (1987) (7)
- Order, Disorder and Entropy (1999) (7)
- LANN27: an electronic implementation of an analog attractor neural network with stochastic learning (1995) (7)
- Hardware Implementations of Neural Networks (1989) (7)
- The O(n)-symmetric model between two and four dimensions (1981) (6)
- Generalized Landau theory for continuous phase transitions (1968) (6)
- Is synchronization necessary and is it sufficient? (1997) (5)
- EXPANSIONS OF THE FREE ENERGY NEAR A PHASE TRANSITION. (1969) (5)
- Self-consistent treatment of a phase transition (1973) (5)
- What is and what is not a theory of context correlations. (1999) (5)
- Asynchronous simulation of large networks of spiking neurons and dynamical synapses (1998) (5)
- Global Spontaneous Activity and Local Structured (learned) Delay Period Activity in Cortex (1996) (5)
- Correlation length in Wilson's theory of phase transitions (1972) (4)
- The Eye And The Hand: Neural Mechanisms And Network Model For Oculomanual Coordination (2003) (4)
- Modeling brain function: The Basic Attractor Neural Network (1989) (4)
- The correlation function in Wilson's theory of phase transitions: Above and below the transition (1973) (3)
- Search for fMRI BOLD signals in networks of spiking neurons (2007) (3)
- NEURAL NETWORKS: From Biology to High Energy Physics Proceedings of the Third Workshop (1995) (3)
- On the Renormalization of the Susceptibility of a Fermi Liquid (1969) (3)
- Empirical and theoretical active memory: The proper context (1995) (2)
- Robustness - Getting Closer to Biology (1989) (2)
- Psychology, Neurobiology and Modeling: The Science of Hebbian Reverberations (1994) (2)
- Learning Constraints in Storage Capacity in Networks with Dynamic Synapses (1992) (2)
- Theory of a low-density bose liquid☆ (1967) (2)
- Mean--eld Ising Model and Low Rates in Neural Networks (2007) (2)
- Strategies for Struggle Strategies for Peace (1983) (2)
- Approach to two dimensions in then-vector model (1974) (1)
- Modeling brain function: Storage and Retrieval of Temporal Sequences (1989) (1)
- Quantum fluids ; proceedings of the Batsheva Seminar held at the Technion-Israel Institute of Technology, Haifa (1970) (1)
- Abstracts of the 15th Annual Meeting of the Israel Society for Neuroscience Eilat, Israel, December 3–5, 2006 (2006) (1)
- Vortex structure under pressure in a bose liquid (1966) (1)
- Modeling brain function: Symmetric Neural Networks at Low Memory Loading (1989) (1)
- Is Synchronization Necessary and Is It Suucient? Peer Commentary for Phillips and Singer (1997) (1)
- QUANTUM FLUIDS. Proceedings of the Batsheva Seminar Held at Haifa, Israel, July 28--August 16, 1968. (1970) (1)
- "There is a Basis for an Israeli-Palestinian Strategy of Joint Struggle" (1983) (1)
- Universal synaptic plasticity mechanism for familiarity and recognition memory (2006) (1)
- Learning Attractors as a Stochastic Process (1994) (1)
- EXPANSIONS IN THE NUMBER OF LOOPS AND IN THE NUMBER OF COMPONENTS (1993) (0)
- Why should we help politicians to wage war? (2003) (0)
- Third Workshop on Neural Networks : from biology to high energy physics : Isola d'Elba, Italy, September 26-30, 1994 (1995) (0)
- The Gibbs Paradox and the Third Law (1999) (0)
- Familiarity detection memory - Resetting to limit excessive memory (2006) (0)
- VERTEX FUNCTIONS AND SYMMETRY BREAKING (1993) (0)
- Network models identification of the BOLD signal in fMRI (2005) (0)
- An Ideal Gas of Molecules with Internal Degrees of Freedom (1999) (0)
- Statistical Physics and Thermodynamics (1999) (0)
- FORMULATION OF THE PROBLEM OF PHASE TRANSITIONS IN TERMS OF FUNCTIONAL INTEGRALS (1993) (0)
- Phonon Gas and the Debye Model (1999) (0)
- Spin-glass models of neural networks AUGUST 1985 (2011) (0)
- Grand Canonical Ensemble (1999) (0)
- Associative memoryneural network withlowtemporal spiking rates (1989) (0)
- FINITE SIZE SCALING (2005) (0)
- COMMENT ON THE THEORY OF QUANTIZED VORTICES. (1971) (0)
- Isolated Paramagnet — Microcanonical Ensemble (1999) (0)
- THE COMPUTATION OF THE CRITICAL EXPONENTS (1993) (0)
- General Ideas Concerning Dynamics (1989) (0)
- Particle-Hole Excitations and Self Energy of Quasi-Particles in a Fermi Liquid (1968) (0)
- Thermodynamics with Magnetic Variables (1999) (0)
- Harmonic Oscillator and Einstein Solid (1999) (0)
- Isolated Paramagnet — Subsystems and Temperature (1999) (0)
- PERTURBATION THEORY AND FEYNMAN GRAPHS (1993) (0)
- Familiarity detection memory - monkeys recognizing once-seen images (2006) (0)
- Fluctuations and Thermodynamic Quantities (1999) (0)
- Extended mean-field theory for networks of spiking neurons (1999) (0)
- Structure of adsorbed film of a bose liquid (1970) (0)
- Gases in Chemical Reactions (1999) (0)
- Comparison with Experiment (1999) (0)
- Selective Persistent Activity: A biologically-inspired network model (2005) (0)
- Network model for learning and memory of highly correlated morphed faces (2005) (0)
- Statistical Mechanics of Identical Quantum Particles (1999) (0)
- Memory Data Structures (1989) (0)
- Electrical Conductivity in Metals (1999) (0)
- From Ideal Gas to Photon Gas (1999) (0)
- Storing Infinite Numbers of Patterns in a Spin-Glass Model of Neural Networks (1987) (0)
- The Canonical Ensemble and Thermodynamics (1999) (0)
- Statistical Physics with Paramagnets (1999) (0)
- Statistical Mechanics of Classical Systems (1999) (0)
- Paramagnet at a Given Temperature (1999) (0)
- Blockage of eye-closure-generated generalized paroxysms by mental activity (2006) (0)
- Statistical Mechanics of an Ideal Gas (1999) (0)
- Universal ratios in first-order transitions induced by fluctuations (1983) (0)
- PERTINENT CONCEPTS AND IDEAS IN THE THEORY OF CRITICAL PHENOMENA (1993) (0)
- BEYOND LEADING SCALING (1993) (0)
- Of Fermions and Bosons (1999) (0)
- Memory mechanisms for familiarity recognition and identification (2010) (0)
- Microscopic States and Averages (1999) (0)
- Is the time ripe for integration of scales? (1996) (0)
- Velocity and Position Distributions of Molecules in a Gas (1999) (0)
- Dynamics of a Plastic Cortical Network (2002) (0)
- REAL SPACE METHODS (2005) (0)
- CRITICAL PHENOMENA NEAR TWO DIMENSIONS (1993) (0)
- CRITICAL BEHAVIOR WITH SEVERAL COUPLINGS (1993) (0)
- THE RENORMALIZATION GROUP AND SCALING IN THE CRITICAL REGION (1993) (0)
- Storage Capacity of ANN's (1989) (0)
- STRUCTURE OF ADSORBED He II FILM. (1971) (0)
- MONTE CARLO METHODS.: NUMERICAL FIELD THEORY (2005) (0)
- Thermodynamics of Electromagnetic Radiation (1999) (0)
- The Kinetic Theory of Gases (1999) (0)
- Modeling active memory: Experiment, theory and simulation (2001) (0)
- Essential Background in Thermodynamics (1999) (0)
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