Physics, computation, and the mind - advances and challenges at interfaces : Proceedings of the 12th Granada Seminar on Computational and Statistical Physics / Pedro L. Garrido [and three others].

Format:

Book

Author/Creator:

Garrido, Pedro L., author.

Series:

AIP conference proceedings.

AIP conference proceedings

Language:

English

Subjects (All):

Physics--Data processing--Congresses.

Physics.

Physical Description:

1 online resource (viii, 296 pages).

Other Title:

Physics, Computation, And The Mind - Advances And Challenges At Interfaces: Proceedings Of The 12Th Granada Seminar On Computational And Statistical Physics, Volume 1510

Physics, Computation, And The Mind - Advances And Challenges At Interfaces

Place of Publication:

Melville, New York : AIP Publishing, 2013.

Contents:

Preface: Physics, Computation, and the Mind-Advances and

Challenges at Interfaces

Pedro L. Garrido and Joaquin Marro 1

Steering Committee 3

Brain complexity born out of criticality

E. Tagliazucchi and D. R. Chialvo 4

Spontaneous neuronal activity as a self-organized critical phenomenon

L. de Arcangelis and H. J. Herrmann 14

The emergence of spontaneous activity in neuronal cultures

J. G. Orlandi, E. Alvarez-Lacalle, S. Teller, J. Soriano, and J. Casademunt 25

Critical and resonance phenomena in neural networks

A. V. Goltsev, M. A. Lopes, K.-E. Lee, and J. F. F. Mendes 28

Critical behavior near a phase transition between retrieval and nonretrieval regimes in a LIF network with spatiotemporal patterns

S. Scarpetta and A. de Candia 36

Observing scale-invariance in non-critical dynamical systems

C. Gros and D. Markovic 44

Interplay activity-connectivity: Dynamics in patterned neuronal cultures

E. Tibau, Ch. Bendiksen, S. Teller, N. Amigo, and J. Soriano 54

From structure to function, via dynamics

O. Stetter, J. Soriano, T. Geisel, and D. Battaglia 64

Identification of informative subgraphs in brain networks

D. Marinazzo, G. Wu, M. Pellicoro, and S. Stramaglia 74

Signal transmission competing with noise in model excitable brains

J. Marro, J. F. Mejias, G. Pinamonti, and J. J. Torres 85

Does the phenomenon of stochastic amplification offluctuations play a

relevant role in cortical dynamics?

J. Hidalgo, L. F. Seoane, J. M. Cortes, and M. A. Mufioz 94

Learning pattern recognition and decision making in the insect brain

R. Huerta 101

Tools, flies and what to do next

A. Gomez-Marin 120

Modeling of spontaneous zero-lag synchronization and wave propagation

in cat spinal cord

H. Kato, C. A. Cuellar, R. Delgado-Lezama, P. Rudomin, I. Jimenez,

E. Manjarrez, and C. R. Mirasso 124

Modelling the anesthetized brain with ensembles of neuronal and

astrocytic oscillators

T. Hansard, A. C. Hale, and A. Stefanovska 130

Modeling state transition of hippocampal local field potential between

theta rhythm and large irregular amplitude activity by bifurcation

between a limit cycle and chaotic dynamics

K. Tokuda, Y. Katori, and K. Aihara 134

The resemblance of an autocorrelation function to a power spectrum

density for a spike train of an auditory model

Y. V. Ushakov, A. A. Dubkov, and B. Spagnolo 138

Towards holographic "brain" memory based on randomization and

Walsh-Hadamard transformation

S. Dolev, S. Frenkel, and A. Hanemann 142

Scaling and intermittency of brain events as a manifestation of

consciousness

P. Paradisi, P. Allegrini, A. Gemignani, M. Laurino, D. Menicucci, and

A. Piarulli 151

Pure state consciousness and its local reduction to neuronal space

A. J. Duggins 162

Fractal characterization of neural correlates of consciousness

A. J. Ibanez-Molina and S. Iglesias-Parro 182

Short-term synaptic plasticity and heterogeneity in neural systems

J. F. Mejias, H. J. Kappen, A. Longtin, and J. J. Torres 185

Neural networks with dynamical synapses: From mixed-mode

oscillations and spindles to chaos

K. Lee, A. V. Goltsev, M. A. Lopes, and J. F. F. Mendes 195

Stochastic resonance as an emergent property of neural networks

M. A. Lopes, A. V. Goltsev, K.-E. Lee, and J. F. F. Mendes 202

Spike-time reliability of layered neural oscillator networks

K. K. Lin, E. Shea-Brown, and L.-S. Young 207

Anticipated synchronization in neuronal network motifs

F. S. Matias, L. L. Gollo, P. V. Carelli, M. Copelli, and C. R. Mirasso 210

Spike timing analysis in neural networks with unsupervised synaptic

plasticity

B. E. P. Mizusaki, E. J. Agnes, L. G. Brunnet, and R. Erichsen Jr. 213

Introducing time-varying parameters in the Kuramoto model for brain

dynamics

S. Petkoski and A. Stefanovska 216

Oscillatory dynamics in an attractor neural network with firing rate

adaptation

S. Rathore, D. Bush, P. Latham, and N. Burgess 219

Exploring the future with anticipatory networks

A. M. J. Skulimowski 224

In vitro closed loop optical network electrophysiology: An introduction

A. El Hady and W. Stiihmer

'

234

Experiments on clustered neuronal networks

S. Teller and J. Soriano 244

Effect of input noise on neuronal firing rate

S. Gonzalo-Cogno and I. Samengo 247

Unsupervised learning in neural networks with short range synapses

L. G. Brunnet, E. J. Agnes, B. E. P. Mizusaki, and R. Erichsen Jr. 251

Strategies to associate memories by unsupervised learning in neural

networks

E. J. Agnes, B. E. P. Mizusaki, R. Erichsen Jr., and L. G. Brunnet 255

Invariance of covariances arises out of noise

D. Grytskyy, T. Tetzlaff, M. Diesmann, and M. Helias 258

Dimensionality reduction of dynamical systems with parameters

Ch. Welshman and J. Brooke 263

The Neurona@Home project: Simulating a large-scale cellular automata

brain in a distributed computing environment

L. Acedo, J. Villanueva-Oller, J. A. Morano, and R.-J. Villanueva 267

Can brains generate random numbers?

V. Chvatal and M. Goldsmith 271

Harmony perception and regularity of spike trains in a simple auditory

model

B. Spagnolo, Y. V. Ushakov, and A. A. Dubkov 274

List of Participants 290

List of Selected Contributions Presented at the Conference 292

Author Index 295.

Notes:

Description based on online resource; title from PDF title page (AIP Publishing, viewed April 27, 2023).

ISBN:

0-7354-1128-X