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Evolving spiking networks with variable memristors (2011)
Presentation / Conference
Howard, G. D., Gale, E., Bull, L., de Lacy Costello, B., & Adamatzky, A. (2011, June). Evolving spiking networks with variable memristors. Paper presented at 13th annual conference on Genetic and evolutionary computation

Arithmetic dynamical genetic programming in the XCSF learning classifier system (2011)
Presentation / Conference
Preen, R., & Bull, L. (2011, June). Arithmetic dynamical genetic programming in the XCSF learning classifier system. Paper presented at IEEE Congress on Evolutionary Computation (CEC), 2011, New Orleans, US

This paper presents results from an investigation into using a continuous-valued dynamical system representation within the XCSF Learning Classifier System. In particular, dynamical arithmetic genetic networks are used to represent the traditional... Read More about Arithmetic dynamical genetic programming in the XCSF learning classifier system.

Sounds synthesis with slime mould of Physarum Polycephalum (2011)
Journal Article
Miranda, E. R., Adamatzky, A., & Jones, J. (2011). Sounds synthesis with slime mould of Physarum Polycephalum. Journal of Bionic Engineering, 8(2), 107-113. https://doi.org/10.1016/S1672-6529%2811%2960016-4

This paper introduces a novel application of bionic engineering: a bionic musical instrument using Physarum polycephalum. Physarum polycephalum is a huge single cell with thousands of nuclei, which behaves like a giant amoeba. During its foraging beh... Read More about Sounds synthesis with slime mould of Physarum Polycephalum.

On electrical correlates of physarum polycephalum spatial activity: Can we see physarum machine in the dark? (2011)
Journal Article
Adamatzky, A., & Jones, J. (2011). On electrical correlates of physarum polycephalum spatial activity: Can we see physarum machine in the dark?. Biophysical Reviews and Letters, 6(1-2), 29-57. https://doi.org/10.1142/S1793048011001257

Plasmodium of Physarum polycephalum is a single cell visible by unaided eye, which spans sources of nutrients with its protoplasmic network. In a very simple experimental setup we recorded electric potential of the propagating plasmodium. We discover... Read More about On electrical correlates of physarum polycephalum spatial activity: Can we see physarum machine in the dark?.

On attraction of slime mould Physarum polycephalum to plants with sedative properties (2011)
Journal Article
Adamatzky, A. (2011). On attraction of slime mould Physarum polycephalum to plants with sedative properties. Nature Precedings, https://doi.org/10.1038/npre.2011.5985.1

A plasmodium of acellular slime mould Physarum polycephalum is a large single cell with many nuclei. Presented to a configuration of attracting and repelling stimuli a plasmodium optimizes its growth pattern and spans the attractants, while avoiding... Read More about On attraction of slime mould Physarum polycephalum to plants with sedative properties.

Towards evolving spiking networks with memristive synapses (2011)
Presentation / Conference
Howard, G. D., Gale, E., Bull, L., de Lacy Costello, B., & Adamatzky, A. (2011, April). Towards evolving spiking networks with memristive synapses. Paper presented at IEEE Symposium on Artificial Life (ALIFE), 2011, Paris, France

This paper presents a spiking neuro-evolutionary system which implements memristors as neuromodulatory connections, ie whose weights can vary during a trial. The evolutionary design process exploits parameter self-adaptation and a constructionist app... Read More about Towards evolving spiking networks with memristive synapses.

Cellular automaton supercolliders (2011)
Journal Article
Martínez, G. J., Adamatzky, A., Stephens, C. R., & Hoeflich, A. F. (2011). Cellular automaton supercolliders. International Journal of Modern Physics C, 22(4), 419-439. https://doi.org/10.1142/S0129183111016348

Gliders in one-dimensional cellular automata are compact groups of non-quiescent and non-ether patterns (ether represents a periodic background) translating along automaton lattice. They are cellular automaton analogous of localizations or quasi-loca... Read More about Cellular automaton supercolliders.

Applications of Kauffman’s coevolutionary NKCS model to management and organization studies (2011)
Book Chapter
Vidgen, R., & Bull, L. (2011). Applications of Kauffman’s coevolutionary NKCS model to management and organization studies. In P. Allen, S. Maguire, & B. McKelvey (Eds.), The Sage Handbook of Complexity and Management (201-219). SAGE Publications Limited

A number of studies have used tuneable, abstract models of organism evolution like Kauffman's (1993) NK model to capture and explore aspects of organizations and their adaptation in the business environment (eg Levinthal, 1997; Rivkin, 2000; Lenox... Read More about Applications of Kauffman’s coevolutionary NKCS model to management and organization studies.

Computational modalities of Belousov-Zhabotinsky encapsulated vesicles (2011)
Journal Article
Holley, J., Adamatzky, A., Bull, L., De Lacy Costello, B., & Jahan, I. (2011). Computational modalities of Belousov-Zhabotinsky encapsulated vesicles. Nano Communication Networks, 2(1), 50-61. https://doi.org/10.1016/j.nancom.2011.02.002

We present both simulated and partial empirical evidences for the computational utility of many connected vesicle analogues of an encapsulated nonlinear chemical processing medium. By connecting small vesicles containing a solution of sub-excitable B... Read More about Computational modalities of Belousov-Zhabotinsky encapsulated vesicles.

Memristive excitable cellular automata (2011)
Journal Article
Adamatzky, A., & Chua, L. (2011). Memristive excitable cellular automata. International Journal of Bifurcation and Chaos, 21(11), 3083-3102. https://doi.org/10.1142/S0218127411030611

The memristor is a device whose resistance changes depending on the polarity and magnitude of a voltage applied to the device's terminals. We design a minimalistic model of a regular network of memristors using structurally-dynamic cellular automata.... Read More about Memristive excitable cellular automata.

Towards arithmetic circuits in sub-excitable chemical media (2011)
Journal Article
Adamatzky, A., De Lacy Costello, B., Bull, L., & Holley, J. (2011). Towards arithmetic circuits in sub-excitable chemical media. Israel Journal of Chemistry, 51(1), 56-66. https://doi.org/10.1002/ijch.201000046

A sub-excitable Belousov-Zhabotinsky medium exhibits localized travelling excitations (in contrast to an excitable medium exhibiting target or spiral waves). Initially assymetric perturbations give birth to excitation wave-fragments. The shape and ve... Read More about Towards arithmetic circuits in sub-excitable chemical media.

Towards physarum robots (2011)
Book Chapter
Jones, J., Tsuda, S., & Adamatzky, A. (2011). Towards physarum robots. In Y. Meng, & Y. Jin (Eds.), Bio-Inspired Self-Organizing Robotic Systems (215-251). Springer-Verlag

Routing physarum with electrical flow/current (2011)
Journal Article
Tsuda, S., Jones, J., Adamatzky, A., & Mills, J. (2011). Routing physarum with electrical flow/current. International Journal of Nanotechnology and Molecular Computation, 3(2), 56-70. https://doi.org/10.4018/jnmc.2011040104

Plasmodium stage of Physarum polycephalum behaves as a distributed dynamical pattern formation mechanism, where foraging and migration is influenced by local stimuli from a range of attractants and repellents. Complex protoplasmic tube network struct... Read More about Routing physarum with electrical flow/current.

On the internalisation, intraplasmodial carriage and excretion of metallic nanoparticles in the slime mould, Physarum polycephalum (2011)
Journal Article
Mayne, R., Patton, D., Costello, B. D. L., Adamatzky, A., & Patton, R. C. (2011). On the internalisation, intraplasmodial carriage and excretion of metallic nanoparticles in the slime mould, Physarum polycephalum. International Journal of Nanotechnology and Molecular Computation, 3(3), 1-14. https://doi.org/10.4018/ijnmc.2011070101

The plasmodium of Physarum polycephalum is a large single cell visible with the naked eye. When inoculated on a substrate with attractants and repellents the plasmodium develops optimal networks of protoplasmic tubes which span sites of attractants (... Read More about On the internalisation, intraplasmodial carriage and excretion of metallic nanoparticles in the slime mould, Physarum polycephalum.

On polymorphic logical gates in subexcitable chemical medium (2011)
Journal Article
Adamatzky, A., De Lacy Costello, B., & Bull, L. (2011). On polymorphic logical gates in subexcitable chemical medium. International Journal of Bifurcation and Chaos, 21(07), 1977-1986. https://doi.org/10.1142/S0218127411029574

In a subexcitable light-sensitive Belousov-Zhabotinsky (BZ) chemical medium an asymmetric disturbance causes the formation of localized traveling wave-fragments. Under the right conditions these wave-fragments can conserve their shape and velocity ve... Read More about On polymorphic logical gates in subexcitable chemical medium.

Artificial symbiogenesis and differing reproduction rates (2010)
Journal Article
Bull, L. (2010). Artificial symbiogenesis and differing reproduction rates. Artificial Life, 16(1), 65-72. https://doi.org/10.1162/artl.2009.16.1.16102

Symbiosis is the phenomenon in which organisms of different species live together in close association. Symbiogenesis is the name given to the process by which symbiotic partners combine and unify. This letter reconsiders previous work using the NKCS... Read More about Artificial symbiogenesis and differing reproduction rates.

A spiking neural representation for XCSF (2010)
Conference Proceeding
Lanzi, P. L., Howard, G., Howard, D., & Bull, L. (2010). A spiking neural representation for XCSF. . https://doi.org/10.1109/CEC.2010.5586035

This paper presents a Learning Classifier System (LCS) where each traditional rule is represented by a spiking neural network, a type of network with dynamic internal state. The evolutionary design process exploits parameter self-adaptation and a con... Read More about A spiking neural representation for XCSF.

Use of a connection-selection scheme in neural XCSF (2010)
Journal Article
Howard, G. D., Bull, L., & Lanzi, P. L. (2010). Use of a connection-selection scheme in neural XCSF. Lecture Notes in Artificial Intelligence, 6471 LNAI, 87-106. https://doi.org/10.1007/978-3-642-17508-4_7

XCSF is a modern form of Learning Classifier System (LCS) that has proven successful in a number of problem domains. In this paper we exploit the modular nature of XCSF to include a number of extensions, namely a neural classifier representation, sel... Read More about Use of a connection-selection scheme in neural XCSF.