**International Centre for Unconventional Computing**

Jeff Jones

Video recording shows the embodied approximation of the Density Classification problem using a collective multi-agent approach.

Hello. I am a senior research fellow at the Centre for Unconventional Computing led by Professor Andrew Adamatzky. My interests are in non-classical computational substrates and specifically the emergence of material computation in multi-agent particle collectives. I have interests in biological pattern formation, guided control of pattern formation, generation and control of collective amoeboid movement, modelling low-level vision in disorganised systems, and biologically/materially inspired algorithms. I am currently working on the PhyChip programme working on the development of computational models of biomorphic computing devices.

**News:**

My book on multi-agent virtual material approaches for Unconventional Computation is available from Springer.
Supplementary material for the book can be found
here.

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Other media links can be found here.

**Publications:**

Jones, J. (2016) Embodied Approximation of the Density Classification Problem via Morphological Adaptation, Int. J. Unconventional Computing, in-press.

Mayne, R., Jones, J., Gale, E. and Adamatzky, A. (2016) On coupled oscillator dynamics and incident behaviour patterns in slime mould

Physarum polycephalum: emergence of wave packets, global streaming clock frequencies and anticipation of periodic stimuli,Int. J. of Parallel, Emergent and Distributed Systems, DOI: 10.1080/17445760.2016.1156108.Whiting, J.G.H., Jones, J., Bull, L., Levin, M. and Adamatzky, A. (2016) , Towards a

Physarumlearning chip, Scientific Reports, 6,p.19948.Adamatzky, A., Allard, O., Jones, J. and Armstrong, R. (2015) Evaluation of French Motorway Network in Relation to Slime Mould Transport Networks,

Environment and Planning, B: Planning and Design, in-press.Jones, J. (2015) On Hybrid Classical and Unconventional Computing for Guiding Collective Movement, in press.

Jones, J. (2015) Multi-Agent Slime Mould Computing: Mechanisms, Applications and Advances, in-press.

Jones, J. (2015) Towards Collective Visual Perception in a Multi-agent Model of Slime Mould, in-press.

Jones, J. (2015) Applications of multi-agent slime mould computing,

Int. J. of Parallel, Emergent and Distributed Systems, 1-30.Jones, J. (2015)

From Pattern Formation to Material Computation, Springer, Heidelberg.Baumgarten, W., Jones, J. and Hauser, M.J.B. (2015) Network Coarsening Dynamics in a Plasmodial Slime Mould: Modelling and Experiments,

Acta Physica Polonica B,(46), 6, 1201-1218..Jones, J., Whiting, J.G.H., and Adamatzky, A. (2015) Quantitative Transformation for Implementation of Adder Circuits in Physical Systems,

Biosystems,134,p.16-23.Jones, J., Mayne, R., and Adamatzky, A. (2015) Representation of Shape Mediated by Environmental Stimuli in

Physarum polycephalumand a Multi-agent Model,Int. J. of Parallel, Emergent and Distributed Systems,DOI: 10.1080/17445760.2015.1044005.Jones, J. (2015) Towards Lateral Inhibition and Collective Perception in Unorganised Non-Neural Systems, In:

Computational Intelligence, Medicine and Biology, Eds. Pancerz, K., Zaitseva, E., p. 103-122.Jones, J. (2015). Multi-agent model of slime mould for computing and robotics.

Atlas of Physarum Computing. Edited by Adamatzky, A. Published by World Scientific Publishing Co. Pte. Ltd., 2015. ISBN# 9789814675321, pp. 35-46,.Jones, J, and Adamatzky, A. (2015) Approximation of Statistical Analysis and Estimation by Morphological Adaptation in a Model of Slime Mould,

Int. Journal of Unconventional Computing, (11), 1. p 37-62.Jones, J. (2015) Mechanisms Inducing Parallel Computation in a Model of

Physarum polycephalumTransport Networks,Parallel Processing Letters, (25), 1, 1540004, DOI: 10.1142/S0129626415400046.Adamatzky, A. and Jones, J. (2015) On using compressibility to detect when slime mould completed computation,

Complexity, DOI: 10.1002/cplx.21645.Jones, J. (2015) A Morphological Adaptation Approach to Path Planning Inspired by Slime Mould, Int J. General Systems, (44), 3, p 279-291.

Jones, J. (2014) Material-based Non-neural Analogues of Lateral Inhibition: A Multi-agent Approach, proceedings of Adaptive Materials, Devices and Systems Towards Unconventional Computing and Robotics: Modeling and Implementation, 26-27th September, Rhodes, Greece.

Jones, J. (2014) Exploiting Environmental Computation in a Multi-Agent Model of Slime Mould, proceedings of ABBII International Symposium on Artificial, Biological and Bio-Inspired Intelligence, 27-28th September, Rhodes, Greece.Mayne, R., Adamatzky, A. I., and Jones, J. (2014) On the role of the plasmodial cytoskeleton in facilitating intelligent behaviour in slime mould Physarum polycephalum,

Communicative & Integrative Biology, 7(1), e32097.Jones, J. and Adamatzky, A. (2014) Material Approximation of Data Smoothing and Spline Curves Inspired by Slime Mould,

Bioinspiration and Biomimetics, 9, (3), 036013.

Jones, J. (2014) A virtual material approach to morphological computation. In: Hauser, H., Füchslin, R. and Pfeiffer, R., eds. (2014) Opinions and Outlooks on Morphological Computation. University of Zurich.Jones, J. and Adamatzky, A. (2014) Computation of the Travelling Salesman Problem by a Shrinking Blob,

Natural Computing, (13), 1, p. 1-16.Adamatzky, A., Armstrong, R., Jones, J., & Gunji, Y. P. (2013). On creativity of slime mould,

International Journal of General Systems, 42, (5), 441-457.Jones, J. and Adamatzky, A. (2013) Slime Mould Inspired Generalised Voronoi Diagrams with Repulsive Fields,

Int. Journal of Bifurcation and Chaos, In-press.Adamatzky, A., Akl, S., Alonso-Sanz, R., van Dessel, W., Ibrahim, Z., Ilachinski, A., Jones, J., Kayem, A., Martinez, G.J, de Oliveira, P., Prokopenko, M., Schubert, T., Sloot, P., Strano, E., and Yang, X. (2012) Are motorways rational from slime mould's point of view?

,Int. J. of Parallel, Emergent and Distributed Systems, 28 (3), p.230-248.Tsuda, S., Jones J. and Adamatzky, A. (2012) Towards

Physarumengines,Applied Bionics and Biomechanics, March 2012, DOI - 10.3233/ABB-2012-0059.Jones, J. and Adamatzky, A. (2012) Emergence of self-organized amoeboid movement in a multi-agent approximation of Physarum polycephalum,

Bioinspiration and Biomimetics, (7), 1, doi: 10.1088/1748-3182/7/1/016009Jones, J. (2011) Towards Programmable Smart Materials: Dynamical Reconfiguration of Emergent Transport Networks,

Int. Journal of Unconventional Computing,(7), 6, p. 423-447.

(See supplementary material for this paper).Tsuda, S., Jones, J., Adamatzky A. and Mills, J.(2011) Routing

Physarumwith electrical flow/current,IJNMC, (3), 2, p. 56-70.Jones, J. (2011) Influences on the Formation and Evolution of

Physarum polycephalumInspired Emergent Transport Networks,Natural Computing, (10), 4, p. 1345-1369.

Adamatzky, A. and Jones J. (2011) On electrical correlates ofPhysarum polycephalumspatial activity: Can we seePhysarumMachine in the dark?,Biophysical Reviews and Letters, (6), 1&2, p. 29-57.Strano, E., Adamatzky, A. and Jones, J. (2011)

PhysarumItinerae: Evolution of Roman Roads with Slime Mould,IJNMC, (3), 2, p. 31-55.Jones, J., Tsuda, S. and Adamatzky, A. (2011) Towards Physarum Robots, In:

Bio-Inspired Self-Organizing Robotic Systems, Studies in Computational Intelligence series, Eds. Meng, Y. and Jin, Y., Vol 355/2011, p. 215-251, Springer-Verlag.

Miranda, E., Adamatzky, A. and Jones, J. (2011) Sounds Synthesis with Slime Mould ofPhysarum Polycephalum,Journal of Bionic Engineering,(8),2, p. 107-113.

Tsuda, S. and Jones, J.(2011) The Emergence of Synchronization Behavior in Physarum polycephalum and its Particle Approximation,Biosystems, (103), 3, p. 331-341.

(See supplementary material for this paper).

Tsuda, S. and Jones, J. (2010) The Emergence of Complex Oscillatory Behaviour inPhysarum polycephalumand its Particle Approximation, Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, AlifeXII, Odense, Denmark, 2010, p. 698-705.

(See supplementary material for this paper).Jones, J.

(2010)Characteristics of Pattern Formation and Evolution in Approximations ofPhysarumTransport Networks,Artificial Life,(16), 2, p127-153.

(see supplementary material for this paper).Jones, J. (2010) Dynamics of Particle Based Reaction-Diffusion Computing, In: Theoretical and Technological Advancements in Nanotechnology and Molecular Computation: Interdisciplinary Gains, Eds MacLennan, B., IGI Global, Hershey, New Jersey, p. 194-222.

Jones, J. and Adamatzky, A. (2010) TowardsPhysarumBinary Adders,Biosystems, (101), 1, p. 51-58.

(see supplementary material for this paper).Adamatzky, A. and Jones, J. (2010)

Road planning with slime mould: If Physarum built motorways it would route M6/M74 through Newcastle,Int. Journal of Bifurcation and Chaos,(20), 10, p. 3065-3084.

(see supplementary material for this paper).Jones, J.(2010) The Emergence and Dynamical Evolution of Complex Transport Networks from Simple Low-Level Behaviours,

Int. Journal of Unconventional Computing,(6), 2, p. 125-144, 2010.

(see supplementary material for this paper).Adamatzky, A. and Jones, J. (2010)

Programmable Reconfiguration ofPhysarumMachines,Natural Computing,(9), 1, p. 219-237.

(see electronic access version).Jones, J. (2009) Approximating the Behaviours of

Physarum polycephalumfor the Construction and Minimisation of Synthetic Transport Networks, Unconventional Computation 2009, LNCS 5715, Springer, p. 191-208.Jones, J. (2009)

Passive vs Active Approaches in Particle Approximations of Reaction-Diffusion Computing,Int. Journal of Nanotechnology and Molecular Computation, (1), 3, p. 37-63.Adamatzky, A. and Jones, J. (2008)

TowardsPhysarumrobots: computing and manipulating on water surface,Journal of Bionic Engineering,(5), 4, p. 348-357.

(see supplementary material for this paper).Jones, J. (2008)

An Emergent Pattern Formation Approach to Dynamic Spatial Problems via Quantitative Front Propagation and Particle Chemotaxis,Int. Journal of Unconventional Computing,(4), 4, p. 341-374, 2008.

(see supplementary material for this paper).

**Talks/Workshops/Conferences:**

2015 - Automated Guidance of Collective Movement in a Multi-Agent Model of

Physarum polycephalum, Multi-Agent Models on Swarm Behaviour, Swarm 2015, 28-30 October, Kyoto, Japan.

2015 -Mechanisms of Material Computation in a Multi-Agent Model of Slime Mould, TRUCE Workshop, Ecal 2015, 23rd July, York, UK.

2015 -Material Computation - A multi-agent approach, Physarum machines Tutorial,, Ecal 2015, 21st July 2015, York, UK.

2015 -Multi-Agent Slime Mould Computing: Mechanisms and Applications, Physarum machines workshop, Ecal 2015, 20th July 2015, York, UK.

2014 - Adaptive Materials, Devices and Systems Towards Unconventional Computing and Robotics: Modeling and Implementation, 26th-27th September, Rhodes, Greece.

2014 - ABBII International Symposium on Artificial, Biological and Bio-Inspired Intelligence, 27-28th September, Rhodes, Greece.

2013 - NTN'13 Networking for Transport Networkers, 25-26th September, Coventry, UK.

2013 - BiochemIT-13 Cobra Workshop at UCNC2013, 5th July, Milan, Italy.

2011 - ECTN Evolution of Complex Transport Networks, 29-30th August, Glasgow, UK.

2010 - Invited talk at Gunji Non-linear Science Lab, 1st July, Kobe, Japan.

2010 - CSTD Computing with Spatio-Temporal Dynamics at UC2010, 23-24th June, Tokyo, Japan.

2009 - UC09 Unconventional Computing, 7-11th September, Azores, Portugal.

2007 - Unconventional Computing 2007,12-14th July, Bristol, UK.

**Contact:**

jeff (dot) jones (AT) uwe (dot) ac (dot) uk