Professor Bruce Graham

Emeritus Professor

Computing Science University of Stirling, Stirling, FK9 4LA

Professor Bruce Graham

Contact details

About me

I am Emeritus Professor of Computing Science in the Division of Computing Science & Mathematics, Faculty of Natural Sciences at the University of Stirling in Scotland, U.K. I am a member of the Biological Modelling Research Group, the Data Science and Intelligent Systems Research Group and the university-wide research programme in "Contextual learning and processing in humans and machines". My research interests principally are in computational neuroscience, focussing on the operation and function of neurons and neural networks.

The Computational Capabilities of Nervous Systems: My research concerns understanding the information processing capabilities of biological nervous systems and how they may provide high-level cognitive function. As computers become more powerful, and experimental knowledge of the nervous system grows, the opportunity to formulate and then to simulate theories of nervous system operation increases. This approach can be used to test how theories of cognitive function may be implemented by a biological nervous system. It can also lead from a better understanding of the computational capabilities of the nervous system to new theories of cognitive function. My work covers nervous system modelling at many levels - from just a part of a single neuron, to networks of neurons. Recent work takes ideas from contextual processing in the neocortex to create new forms of artificial neural networks that process information "in context". This builds on the seminal research of Bill Phillips and Jim Kay, as detailed in Kay and Phillips, Bulletin of Mathematical Biology, 2010.

Research projects (2)

Balancing resource and energy usage for optimal performance in neural system
PI: Professor Bruce Graham
Funded by: Biotechnology and Biological Sciences Research Council
–

Dynamical information processing in a neuronal microcircuit
PI: Professor Bruce Graham
Funded by: Engineering and Physical Sciences Research Council
–

Outputs (118)

Showing 100 of 118 — See all 118 outputs

Book Chapter

A more-than-human approach to researching AI at work: Alternative narratives for human and AI co-workers

Thompson TL & Graham B (2021) A more-than-human approach to researching AI at work: Alternative narratives for human and AI co-workers. In: Bonderup Dohn N, Jørgen Hansen J, Børsen Hansen S, Ryberg T & de Laat M (eds.) Conceptualizing and innovating education and work with networked learning. Research in Networked Learning. Cham, Switzerland: Springer International Publishing, pp. 171-187. https://doi.org/10.1007/978-3-030-85241-2_10

Article

Predicting Range Shifts of African Apes and Effectiveness of Protected Areas under Global Change Scenarios

Carvalho JS, Graham B, Maisels F, Williamson EA, Wich S, Sop T & Kühl HS (2021) Predicting Range Shifts of African Apes and Effectiveness of Protected Areas under Global Change Scenarios. Gorilla Journal: Journal of Berggorilla and Regenwald Direkthilfe, (63), pp. 16-18. https://www.berggorilla.org/en/journal/issues/journal-no-63/article-view/?tx_news_pi1%5Bnews%5D=1122&tx_news_pi1%5Bcontroller%5D=News&tx_news_pi1%5Baction%5D=detail&cHash=2dfbe478198e47c1aee86e0a678e0ccd

Conference Paper (published)

The Variational InfoMax AutoEncoder

Crescimanna V & Graham B (2020) The Variational InfoMax AutoEncoder. In: 2020 International Joint Conference on Neural Networks. IEEE International Joint Conference on Neural Networks (IJCNN) IJCNN 2020 - International Joint Conference on Neural Networks, Glasgow, UK, 19.07.2020-24.07.2020. Piscataway, NJ: IEEE. https://doi.org/10.1109/IJCNN48605.2020.9207048

Conference Paper (published)

More-than-human approach to researching AI at work: Alternative narratives for AI and networked learning

Thompson T & Graham B (2020) More-than-human approach to researching AI at work: Alternative narratives for AI and networked learning. In: De Laat M, Ryberg T, Bonderup Dohn N, Hansen SB & Hansen JJ (eds.) NETWORKED LEARNING 2020: Proceedings for the 12th International Conference on Networked Learning. Networked Learning Conference Proceedings, 12. Twelfth International Conference on Networked Learning 2020, Online, 18.05.2020-20.05.2020. Kolding, Denmark: Aalborg University, pp. 293-300.

Conference Paper (published)

Complex-valued computational model of hippocampal CA3 recurrent collaterals

Shiva AS, Gogate M, Howard N, Graham B & Hussain A (2017) Complex-valued computational model of hippocampal CA3 recurrent collaterals. In: Howard N, Wang Y, Hussain A, Widrow B & Zadeh L (eds.) 2017 IEEE 16th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC). 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing - ICCI*CC 2017, Oxford, 26.07.2017-28.07.2017. Piscataway, NJ, USA: Institute of Electrical and Electronics Engineers Inc, pp. 161-166. https://doi.org/10.1109/ICCI-CC.2017.8109745

Conference Paper (published)

Interplay of STDP and Dendritic Plasticity in a Hippocampal CA1 Pyramidal Neuron Model

Saudargiene A, Jackevicius R & Graham B (2017) Interplay of STDP and Dendritic Plasticity in a Hippocampal CA1 Pyramidal Neuron Model. In: Lintas A, Rovetta S, Verschure P & Villa A (eds.) Artificial Neural Networks and Machine Learning – ICANN 2017. Lecture Notes in Computer Science, 10613. ICANN 2017: Artificial Neural Networks and Machine Learning, Alghero, Italy, 11.09.2017-14.09.2017. Cham, Switzerland: Springer, pp. 381-388. https://doi.org/10.1007/978-3-319-68600-4_44

Conference Paper (published)

Characterising information correlation in a stochastic Izhikevich neuron

Yang Z, Gandhi VS, Karamanoglu M & Graham B (2015) Characterising information correlation in a stochastic Izhikevich neuron. In: Proceedings of the International Joint Conference on Neural Networks 2015. 2015. 2015 International Joint Conference on Neural Networks (IJCNN), Killarney, Ireland, 12.07.2015-17.07.2015. New York: IEEE. https://doi.org/10.1109/IJCNN.2015.7280534

Conference Paper (published)

Activity-dependent regulation decreases metabolic cost in the auditory brainstem

Michel C & Graham B (2015) Activity-dependent regulation decreases metabolic cost in the auditory brainstem. In: 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015): Proceedings of a meeting held 22-24 April 2015, Montpellier, France. 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Montpellier, France, 22.04.2015-24.04.2015. New York: IEEE, pp. 312-315. https://ieeexplore.ieee.org/abstract/document/7146622/; https://doi.org/10.1109/NER.2015.7146622

Conference Paper (unpublished)

Synaptic learning beyond STDP

Graham B (2013) Synaptic learning beyond STDP. NeuroEng 2013: Australian Workshop on Computational Neuroscience, Melbourne, Australia, 30.01.2013-31.01.2013. http://www.ee.unimelb.edu.au/neuroengineering/neuroeng2013/neuroeng-2013-booklet.pdf

Article

Creating, documenting and sharing network models

Crook SM, Bednar JA, Berger S, Cannon R, Davison AP, Djurfeldt M, Eppler J, Kriener B, Furber S, Graham B, Plesser HE, Schwabe L, Smith L, Steuber V & van Albada S (2012) Creating, documenting and sharing network models. Network: Computation in Neural Systems, 23 (4), pp. 131-149. http://informahealthcare.com/doi/abs/10.3109/0954898X.2012.722743; https://doi.org/10.3109/0954898X.2012.722743

Conference Paper (published)

Characterisation of information flow in an Izhikevich network

Guo L, Yang Z, Graham B & Zhang D (2012) Characterisation of information flow in an Izhikevich network. In: Huang T, Zeng Z, Li C & Leung C (eds.) Neural Information Processing: 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part I. Lecture Notes in Computer Science, 7663. 19th International Conference on Neural Information Processing, ICONIP 2012, Doha, Qatar, 12.11.2012-15.11.2012. Berlin Heidelberg: Springer, pp. 392-400. http://link.springer.com/chapter/10.1007/978-3-642-34475-6_47#

Conference Paper (published)

Bio-inspired models of memory capacity, recall performance and theta phase precession in the hippocampus

Cutsuridis V, Graham B, Cobb SR & Hasselmo ME (2011) Bio-inspired models of memory capacity, recall performance and theta phase precession in the hippocampus. In: Proceedings of the International Joint Conference on Neural Networks. The 2011 International Joint Conference on Neural Networks (IJCNN), San Jose, CA, USA, 31.07.2011-05.08.2011. Piscataway, NJ, USA: IEEE, pp. 3141-3148. http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=6033637&abstractAccess=no&userType=inst; https://doi.org/10.1109/IJCNN.2011.6033637

Conference Paper (published)

Synaptic dynamics influence the phase of a neural response

Graham B (2011) Synaptic dynamics influence the phase of a neural response. In: Proceedings of the 2011 7th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2011. 2011 Seventh International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Adelaide, Australia, 06.12.2011-09.12.2011. Piscataway, NJ, USA: IEEE, pp. 79-84. http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=6146550&abstractAccess=no&userType=inst; https://doi.org/10.1109/ISSNIP.2011.6146550

Conference Paper (unpublished)

Associational learning in cortical pyramidal cells

Graham B, Saudargiene A, Cobb SR & Vida I (2011) Associational learning in cortical pyramidal cells. UKCI 2011: 11th Annual Workshop on Computational Intelligence, Manchester, UK, 07.09.2011-09.09.2011. http://ukci.cs.manchester.ac.uk/files/programme.pdf

Authored Book

Principles of Computational Modelling in Neuroscience

Sterratt DC, Graham B, Gillies A & Willshaw DJ (2011) Principles of Computational Modelling in Neuroscience. Cambridge: Cambridge University Press. http://www.cambridge.org/us/academic/subjects/life-sciences/neuroscience/principles-computational-modelling-neuroscience

Conference Paper (published)

The role and function of noise and neural heterogeneity in the integrated population response of the vestibulo-ocular reflex

McGuinness J & Graham B (2011) The role and function of noise and neural heterogeneity in the integrated population response of the vestibulo-ocular reflex. In: volume 12. Twentieth Annual Computational Neuroscience Meeting: CNS*2011, Stockholm, Sweden, 23.07.2011-28.07.2011. BioMed Central Ltd, p. P127. https://doi.org/10.1186/1471-2202-12-S1-P127

Book Chapter

Associative Memory Models of Hippocampal Areas CA1 and CA3

Graham B, Cutsuridis V & Hunter R (2010) Associative Memory Models of Hippocampal Areas CA1 and CA3. In: Cutsuridis V, Graham B, Cobb S & Vida I (eds.) Hippocampal Microcircuits: A Computational Modeler's Resource Book. First ed. Springer Series in Computational Neuroscience, 5. New York, USA: Springer, pp. 459-494. http://www.springer.com/biomed/neuroscience/book/978-1-4419-0995-4; https://doi.org/10.1007/978-1-4419-0996-1_16

Edited Book

Hippocampal Microcircuits: A Computational Modeler's Resource Book

Cutsuridis V, Graham B, Cobb SR & Vida I (eds.) (2010) Hippocampal Microcircuits: A Computational Modeler's Resource Book. Springer Series in Computational Neuroscience, 5. New York: Springer. http://link.springer.com/book/10.1007/978-1-4419-0996-1/page/1

Conference Paper (published)

How Bursts Shape the STDP Curve in the Presence/Absence of GABAergic Inhibition

Cutsuridis V, Cobb SR & Graham B (2009) How Bursts Shape the STDP Curve in the Presence/Absence of GABAergic Inhibition. In: Alippi C, Polycarpou M, Panayioutou C & Ellinas G (eds.) Artificial Neural Networks – ICANN 2009: 19th International Conference, Limassol, Cyprus, September 14-17, 2009, Proceedings, Part I. Lecture Notes in Computer Science, 5768. ICANN 2009: 19th International Conference on Artificial Neural Networks: An Annual Conference of the European Neural Network Society, Limassol, Cyprus, 14.09.2009-17.09.2009. Berlin Heidelberg: Springer, pp. 229-238. http://link.springer.com/chapter/10.1007%2F978-3-642-04274-4_24; https://doi.org/10.1007/978-3-642-04274-4_24

Conference Paper (published)

Modeling the effects of GABA-A inhibition on the spike timing-dependent plasticity of a CA1 pyramidal cell

Cutsuridis V, Cobb SR & Graham B (2009) Modeling the effects of GABA-A inhibition on the spike timing-dependent plasticity of a CA1 pyramidal cell. In: volume 10. CNS 2009 - Annual Meeting of the Organization for Computational Neurosciences: Berlin, Germany, Berlin, Germany, 18.07.2009-23.07.2009. BMC, pp. 191-192. http://www.biomedcentral.com/content/pdf/1471-2202-10-S1-P191.pdf; https://doi.org/10.1186/1471-2202-10-S1-P191

Conference Paper (published)

Model of hyperpolarization dependent LTD in MVN neurons

Graham B, Menzies J & Dutia MB (2009) Model of hyperpolarization dependent LTD in MVN neurons. In: volume 10. CNS 2009: Annual Meeting of the Organization for Computational Neurosciences: Berlin, Germany, Berlin, Germany, 18.07.2009-23.07.2009. BMC, pp. 205-205. https://doi.org/10.1186/1471-2202-10-S1-P205

Book Chapter

Dynamical Information Processing in the CA1 Microcircuit of the Hippocampus

Graham B & Cutsuridis V (2009) Dynamical Information Processing in the CA1 Microcircuit of the Hippocampus. In: Heinke D & Mavritsaki E (eds.) Computational Modelling in Behavioural Neuroscience: Closing the Gap Between Neurophysiology and Behaviour. Advances in Behavioural Brain Science. Hove: Taylor and Francis (Psychology Press), pp. 1-20. http://www.routledge.com/books/details/9781841697383/

Other

Neural Networks, Special Issue: Cortical Microcircuits

Cutsuridis V (Editor), Wennekers T (Editor), Graham B (Editor), Vida I (Editor) & Taylor JG (Editor) (2009) Neural Networks, Special Issue: Cortical Microcircuits. Neural Networks, 22 (8). http://www.sciencedirect.com/science/journal/08936080/22/8

Conference Paper (published)

Model of hyperpolarization dependent LTD in MVN neurons

Graham B, Menzies J & Dutia MB (2009) Model of hyperpolarization dependent LTD in MVN neurons. In: volume 10. Eighteenth Annual Computational Neuroscience Meeting: CNS*2009, Berlin, Germany, 18.07.2009-23.07.2009. BioMed Central Ltd, p. P205. https://doi.org/10.1186/1471-2202-10-S1-P205

Conference Paper (published)

A CA2+ Dynamics Model of the STDP Symmetry-to-Asymmetry Transition in the CA1 Pyramidal Cell of the Hippocampus

Cutsuridis V, Cobb SR & Graham B (2008) A CA2+ Dynamics Model of the STDP Symmetry-to-Asymmetry Transition in the CA1 Pyramidal Cell of the Hippocampus. In: Kurkova V, Neruda R & Koutnik J (eds.) Artificial Neural Networks - ICANN 2008 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II. Lecture Notes in Computer Science, 5164. 18th International Conference on Artificial Neural Networks –ICANN 2008, Prague, Czech Republic, 03.09.2008-06.09.2008. Berlin, Germany: Springer Verlag, pp. 627-635. http://www.springerlink.com/content/978-3-540-87558-1/#section=255244&page=1; https://doi.org/10.1007/978-3-540-87559-8_65

Conference Paper (published)

Encoding and Retrieval in a CA1 Microcircuit Model of the Hippocampus

Cutsuridis V, Cobb SR & Graham B (2008) Encoding and Retrieval in a CA1 Microcircuit Model of the Hippocampus. In: Kurkova V, Neruda R & Koutnik J (eds.) Artificial Neural Networks - ICANN 2008: 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II. Lecture Notes in Computer Science, 5164. 18th International Conference on Artificial Neural Networks –ICANN 2008, Prague, Czech Republic, 03.09.2008-06.09.2008. Berlin, Germany: Springer-Verlag, pp. 238-247. http://link.springer.com/chapter/10.1007/978-3-540-87559-8_25#; https://doi.org/10.1007/978-3-540-87559-8_25

Conference Paper (published)

Short Term Plasticity Provides Temporal Filtering at Chemical Synapses

Graham B & Stricker C (2008) Short Term Plasticity Provides Temporal Filtering at Chemical Synapses. In: Kurkova V, Neruda R & and KJ (eds.) Artificial Neural Networks - ICANN 2008: 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II. Lecture Notes in Computer Science, 5164. 18th International Conference on Artificial Neural Networks –ICANN 2008, Prague, Czech Republic, 03.09.2008-06.09.2008. Berlin, Germany: Springer-Verlag, pp. 268-276. http://link.springer.com/chapter/10.1007%2F978-3-540-87559-8_28; https://doi.org/10.1007/978-3-540-87559-8_28

Conference Paper (published)

Improving Recall in an Associative Neural Network of Spiking Neurons

Hunter R, Cobb SR & Graham B (2008) Improving Recall in an Associative Neural Network of Spiking Neurons. In: Marinaro M, Scarpetta S & Yamaguchi Y (eds.) Dynamic Brain - from Neural Spikes to Behaviors: 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007, Revised Lectures. Lecture Notes in Computer Science, 5286. Dynamic Brain - from Neural Spikes to Behaviors: 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007. Berlin, Germany: Springer-Verlag, pp. 137-141. http://www.springerlink.com/content/q743140145461514/; https://doi.org/10.1007/978-3-540-88853-6_12

Conference Paper (published)

Improving Associative Memory in a Network of Spiking Neurons

Hunter R, Cobb SR & Graham B (2008) Improving Associative Memory in a Network of Spiking Neurons. In: Kurkova V, Neruda R & Koutnik J (eds.) Artificial Neural Networks - ICANN 2008: 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II. Lecture Notes in Computer Science, 5164. 18th International Conference on Artificial Neural Networks –ICANN 2008, Prague, Czech Republic, 03.09.2008-06.09.2008. Berlin, Germany: Springer-Verlag, pp. 636-645. http://www.springerlink.com/content/b98q662816538526/; https://doi.org/10.1007/978-3-540-87559-8_66

Article

Interactions between multiple sources of short-term plasticity during evoked and spontaneous activity at the rat calyx of Held

Hennig MH, Postlethwaite M, Forsythe ID & Graham B (2008) Interactions between multiple sources of short-term plasticity during evoked and spontaneous activity at the rat calyx of Held. Journal of Physiology, 586 (13), pp. 3129-3146. http://www3.interscience.wiley.com/journal/120175119/abstract; https://doi.org/10.1113/jphysiol.2008.152124

Poster

A biophysical model of short-term plasticity at the calyx of Held

Hennig MH, Postlethwaite M, Forsythe ID & Graham B (2006) A biophysical model of short-term plasticity at the calyx of Held. Fifteenth Annual Computational Neuroscience Meeting: CNS*2006, Edinburgh, UK, 16.07.2006-20.07.2006. http://www.cnsorg.org/assets/docs/CNS_Program_books/2006booklet.pdf

Book Chapter

Biologically plausible models of neurite outgrowth

Kiddie G, McLean DR, van Ooyen A & Graham B (2005) Biologically plausible models of neurite outgrowth. In: van Pelt J, Kamermans M, Levelt C, van Ooyen A, Ramakers G & Roelfsema P (eds.) Development, dynamics and pathology of neuronal networks: from molecules to functional circuits. Progress in Brain Research, 147. Amsterdam: Elsevier Science, pp. 67-80. http://www.sciencedirect.com/science/article/pii/S007961230447006X

Poster

Modeling of short-term plasticity at the calyx of Held

Hennig MH, Postlethwaite M, Forsythe ID & Graham B (2005) Modeling of short-term plasticity at the calyx of Held. Meeting of the American Society for Neuroscience 2005, Washington, DC, USA, 12.11.2005-16.11.2005. http://www.sfn.org/Annual-Meeting/Past-and-Future-Annual-Meetings/Abstract-Archive/Abstract-Archive-Search

Poster

Stability of a moving boundary problem of neurite elongation

McLean DR & Graham B (2005) Stability of a moving boundary problem of neurite elongation. European Conference on Mathematical and Theoretical Biology, ECMTB05, Dresden, Germany, 18.07.2005-22.07.2005. http://www.mafy.lut.fi/EcmiNL/older/ecmi36/node29.html

Poster

Models of synaptic transmission at the calyx of held

Graham B, Hennig MH, Billups B, Wong AYC & Forsythe ID (2005) Models of synaptic transmission at the calyx of held. WiR Workshop on Data-driven Modelling and Computation in Neuroscience 2005, Hohenwart, Germany, 08.05.2005-11.05.2005. http://www.dmspin.org/events/Flyer_DMCN05.pdf

Conference Paper (unpublished)

Biologically plausible model of growing neurites

Kiddie G, van Ooyen A & Graham B (2004) Biologically plausible model of growing neurites. Brain Inspired Cognitive Systems. ICSC-NAISO Conference. 2004. (BICS 2004), Stirling, UK, 29.08.2004-01.09.2004. http://www.icsc-naiso.org/conferences/bics2004/program.pdf

Book Chapter

Dynamics of storage and recall in hippocampal associative memory networks

Graham B (2004) Dynamics of storage and recall in hippocampal associative memory networks. In: Erdi P, Esposito A, Marinaro M & Scarpetta S (eds.) Computational Neuroscience: Cortical Dynamics: 8th International Summer School on Neural Nets, Erice, Italy, October 31 - November 6, 2003 Revised Lectures. Lecture Notes in Computer Science, 3146. Berlin Heidelberg: Springer, pp. 1-23. http://link.springer.com/chapter/10.1007/978-3-540-27862-7_1

Presentation / Talk

Activity-dependent modulation at an auditory relay synapse

Forsythe ID, Wong AYC, Graham B & Billups B (2004) Activity-dependent modulation at an auditory relay synapse. 4th Forum of European Neuroscience, FENS 2004, Lisbon, Portugal, 10.07.2004-14.07.2004. http://fens2004.neurosciences.asso.fr/posters/affich.html

Book Chapter

Formation of dendritic branching patterns

van Pelt J, Graham B & Uylings HBM (2003) Formation of dendritic branching patterns. In: van Ooyen A (ed.) Modeling Neuronal Development. Developmental Cognitive Neuroscience. Cambridge, MA: MIT Press, pp. 75-94. http://mitpress.mit.edu/books/modeling-neural-development

Conference Paper (published)

Multiple forms of activity-dependent plasticity enhance information transfer at a dynamic synapse

Graham B (2002) Multiple forms of activity-dependent plasticity enhance information transfer at a dynamic synapse. In: Dorronsoro J (ed.) Artificial Neural Networks — ICANN 2002: International Conference Madrid, Spain, August 28–30, 2002 Proceedings. Lecture Notes in Computer Science, 2415. The 12th International Conference on Artificial Neural Networks, ICANN 2002, Madrid, Spain, 27.08.2002-30.08.2002. Berlin Heidelberg: Springer, pp. 45-50. http://link.springer.com/chapter/10.1007/3-540-46084-5_8; https://doi.org/10.1007/3-540-46084-5_8

Conference Paper (published)

The effects of intrinsic noise on pattern recognition in a model pyramidal cell

Graham B (1999) The effects of intrinsic noise on pattern recognition in a model pyramidal cell. In: ICANN 99. Ninth International Conference on Artificial Neural Networks, 1999, Volume 2. Conference Publication, 470. ICANN 99. Ninth International Conference on Artificial Neural Networks, 1999., Edinburgh, 07.09.1999-10.09.1999. Piscataway, NJ, USA: IEEE, pp. 1006-1011. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=818069&sortType%3Dasc_p_Sequence%26filter%3DAND%28p_IS_Number%3A17688%29; https://doi.org/10.1049/cp%3A19991244

Conference Paper (published)

A model of clipped hebbian learning in a neocortical pyramidal cell

Graham B & Willshaw DJ (1997) A model of clipped hebbian learning in a neocortical pyramidal cell. In: Gerstner W, Germond A, Hasler M & Nicoud J (eds.) Artificial Neural Networks — ICANN'97: 7th International Conference Lausanne, Switzerland, October 8–10, 1997 Proceeedings. Lecture Notes in Computer Science, 1327. ICANN'97: 7th International Conference on Artificial Neural Networks, Lausanne, Switzerland, 08.10.1997-10.10.1997. Berlin Heidelberg: Springer, pp. 151-156. http://link.springer.com/chapter/10.1007/BFb0020148; https://doi.org/10.1007/BFb0020148

See all 118 outputs

Teaching

I taught a broad spectrum of computing science at undergraduate and Masters level, including HCI and Multimedia, Computer Games Technologies, Fundamental of Informatics, Databases. I regularly teach on Neuroinformatics summer schools, including the ongoing series of Baltic-Nordic Neuroinformatics schools.

Research programmes

Research centres/groups

Research themes