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Sen-Bhattacharya B, Serrano-Gotarredona T, Balassa L, Bhattacharya A, Stokes AB, Rowley A, Sugiarto I, Furber S (2017) A Spiking Neural Network Model of the Lateral Geniculate Nucleus on the SpiNNaker Machine. Front Neurosci 11:454 [PubMed]

   A spiking neural network model of the Lateral Geniculate Nucleus (Sen-Bhattacharya et al 2017)

References and models cited by this paper

References and models that cite this paper

Adams SV,Rast AD,Patterson C,Galluppi F,Brohan K,Pérez-Carrasco JA,et al. (2014) owards real-world neurorobotics: integrated neuromorphic visual attention Proceedings of the International Conference on Neural Information Processing (ICONIP) :563-570 [Journal]

Bal T, von Krosigk M, McCormick DA (1995) Synaptic and membrane mechanisms underlying synchronized oscillations in the ferret lateral geniculate nucleus in vitro. J Physiol 483 ( Pt 3):641-63 [PubMed]

Benjamin BV,Gao P,McQuinn E,Choudhary S,Chandrasekaran AR,Bussat JM,et al. (2014) Neurogrid: a mixed-analog-digital multichip system for large-scale neural simulations Proc. IEEE 102:699-716 [Journal]

Bhattacharya BS, Bond TP, O'Hare L, Turner D, Durrant SJ (2016) Causal Role of Thalamic Interneurons in Brain State Transitions: A Study Using a Neural Mass Model Implementing Synaptic Kinetics. Front Comput Neurosci 10:115 [Journal] [PubMed]

Bhattacharya BS, Coyle D, Maguire LP (2011) Alpha and theta rhythm abnormality in Alzheimer's Disease: a study using a computational model. Adv Exp Med Biol 718:57-73 [Journal] [PubMed]

Bhattacharya BS, Coyle D, Maguire LP (2011) A thalamo-cortico-thalamic neural mass model to study alpha rhythms in Alzheimer's disease. Neural Netw 24:631-45 [Journal] [PubMed]

   A Neural mass computational model of the Thalamocorticothalamic circuitry (Bhattacharya et al. 2011) [Model]

Bhattacharya BS, Patterson C, Galluppi F, Durrant SJ, Furber S (2014) Engineering a thalamo-cortico-thalamic circuit on SpiNNaker: a preliminary study toward modeling sleep and wakefulness. Front Neural Circuits 8:46 [Journal] [PubMed]

Buzsáki G (2006) Rhythms of the Brain, 1st Edn.

Cox CL, Reichova I, Sherman SM (2003) Functional synaptic contacts by intranuclear axon collaterals of thalamic relay neurons. J Neurosci 23:7642-6 [PubMed]

Crunelli V, Cope DW, Hughes SW (2006) Thalamic T-type Ca2+ channels and NREM sleep. Cell Calcium 40:175-90 [Journal] [PubMed]

Crunelli V, Haby M, Jassik-Gerschenfeld D, Leresche N, Pirchio M (1988) Cl- - and K+-dependent inhibitory postsynaptic potentials evoked by interneurones of the rat lateral geniculate nucleus. J Physiol 399:153-76 [PubMed]

da Silva FH, van Lierop TH, Schrijer CF, van Leeuwen WS (1973) Organization of thalamic and cortical alpha rhythms: spectra and coherences. Electroencephalogr Clin Neurophysiol 35:627-39 [PubMed]

Davison AP, Brüderle D, Eppler J, Kremkow J, Muller E, Pecevski D, Perrinet L, Yger P (2008) PyNN: A Common Interface for Neuronal Network Simulators. Front Neuroinform 2:11 [Journal] [PubMed]

Diez PF, Mut VA, Avila Perona EM, Laciar Leber E (2011) Asynchronous BCI control using high-frequency SSVEP. J Neuroeng Rehabil 8:39 [Journal] [PubMed]

Eliasmith C, Trujillo O (2014) The use and abuse of large-scale brain models. Curr Opin Neurobiol 25:1-6 [Journal] [PubMed]

Elibol R,Sengör NS (2015) A computational model to investigate the effect of dopamine on neural synchronization in striatum Proceedings of the International Joint Conference on Neural Networks (IJCNN) (Killarney)

Furber S (2016) Large-scale neuromorphic computing systems. J Neural Eng 13:051001 [Journal] [PubMed]

Furber SB,Galluppi F,Temple S,Plana LA (2014) The spinnaker project Proc. IEEE 102:652-665 [Journal]

Furber SB,Lester DR,Plana LA,et al (2013) Overview of the SpiNNaker system architecture IEEE Transactions on Computers 62(12):2454-2467

Galbraith B (2011) Neural Modelling with Python Part-3. Available online at:

Gallagher PM,Nelson RJ (2011) A QVGA 143 db dynamic range frame-free PWM image sensor with lossless pixel-level video compression and time-domain CDS IEEE J. Solid State Circuits 46:259-275 [Journal]

Galluppi F,Brohan K,Davidson S,Serrano-Gotarredona T,Carrasco JAP,Linares-Barranco B,et al. (2012) A real-time, event-driven neuromorphic system for goal-directed attentional selection Neural Information Processing, Huang T:Zeng Z:Li C:Leung CS, ed. pp.226

Guger C, Allison BZ, Großwindhager B, Prückl R, Hintermüller C, Kapeller C, Bruckner M, Krausz G, Edlinger G (2012) How Many People Could Use an SSVEP BCI? Front Neurosci 6:169 [Journal] [PubMed]

Guillery RW, Feig SL, Van Lieshout DP (2001) Connections of higher order visual relays in the thalamus: a study of corticothalamic pathways in cats. J Comp Neurol 438:66-85 [PubMed]

Halassa MM, Acsády L (2016) Thalamic Inhibition: Diverse Sources, Diverse Scales. Trends Neurosci 39:680-693 [Journal] [PubMed]

Herrmann CS (2001) Human EEG responses to 1-100 Hz flicker: resonance phenomena in visual cortex and their potential correlation to cognitive phenomena. Exp Brain Res 137:346-53 [PubMed]

Hirsch JA, Wang X, Sommer FT, Martinez LM (2015) How inhibitory circuits in the thalamus serve vision. Annu Rev Neurosci 38:309-29 [Journal] [PubMed]

Hopkins M, Furber S (2015) Accuracy and Efficiency in Fixed-Point Neural ODE Solvers. Neural Comput 27:2148-82 [Journal] [PubMed]

Humphries MD, Gurney KN (2002) The role of intra-thalamic and thalamocortical circuits in action selection. Network 13:131-56 [PubMed]

   Basal ganglia-thalamocortical loop model of action selection (Humphries and Gurney 2002) [Model]

Huntsman MM, Porcello DM, Homanics GE, DeLorey TM, Huguenard JR (1999) Reciprocal inhibitory connections and network synchrony in the mammalian thalamus. Science 283:541-3 [PubMed]

Izhikevich EM (2003) Simple model of spiking neurons. IEEE Trans Neural Netw 14:1569-72 [Journal] [PubMed]

   Artificial neuron model (Izhikevich 2003, 2004, 2007) [Model]

Izhikevich EM (2004) Which model to use for cortical spiking neurons? IEEE Trans Neural Netw 15:1063-70 [Journal] [PubMed]

   Artificial neuron model (Izhikevich 2003, 2004, 2007) [Model]

Izhikevich EM, Edelman GM (2008) Large-scale model of mammalian thalamocortical systems. Proc Natl Acad Sci U S A 105:3593-8 [Journal] [PubMed]

Jones EG (2007) The thalamus: Vol. I and II

Knight JC, Tully PJ, Kaplan BA, Lansner A, Furber SB (2016) Large-Scale Simulations of Plastic Neural Networks on Neuromorphic Hardware. Front Neuroanat 10:37 [Journal] [PubMed]

Labecki M, Kus R, Brzozowska A, Stacewicz T, Bhattacharya BS, Suffczynski P (2016) Nonlinear Origin of SSVEP Spectra-A Combined Experimental and Modeling Study. Front Comput Neurosci 10:129 [Journal] [PubMed]

Lenero-Bardallo J,Serrano-Gotarredona T,Linares-Barranco B (2011) A 3.6µ s latency asynchronous frame-free event-driven dynamic-vision-sensor IEEE J. Solid-State Circuits 46:1443-1455 [Journal]

Lichtsteiner P,Posch C,Delbruck T (2008) A 128 × 128 120 db 15µs latency asynchronous temporal contrast vision sensor IEEE J. Solid-State Circuits 43:566-576 [Journal]

Liu Q, Pineda-García G, Stromatias E, Serrano-Gotarredona T, Furber SB (2016) Benchmarking Spike-Based Visual Recognition: A Dataset and Evaluation. Front Neurosci 10:496 [Journal] [PubMed]

Lörincz ML, Crunelli V, Hughes SW (2008) Cellular dynamics of cholinergically induced alpha (8-13 Hz) rhythms in sensory thalamic nuclei in vitro. J Neurosci 28:660-71 [Journal] [PubMed]

Markram H (2006) The blue brain project. Nat Rev Neurosci 7:153-60 [Journal] [PubMed]

McCormick DA (1999) Are thalamocortical rhythms the Rosetta Stone of a subset of neurological disorders? Nat Med 5:1349-51 [Journal] [PubMed]

Muller J (2016) Human brain project collaboratory home. Available online at:

Norcia AM, Appelbaum LG, Ales JM, Cottereau BR, Rossion B (2015) The steady-state visual evoked potential in vision research: A review. J Vis 15:4 [Journal] [PubMed]

Notbohm A, Kurths J, Herrmann CS (2016) Modification of Brain Oscillations via Rhythmic Light Stimulation Provides Evidence for Entrainment but Not for Superposition of Event-Related Responses. Front Hum Neurosci 10:10 [Journal] [PubMed]

Painkras E,Plana LA,Garside J,Temple S,Galluppi F,Patterson C,et al. (2013) Spinnaker: a 1-w 18-core system-on-chip for massively-parallel neural network simulation IEEE J. Solid State Circuits 48:1943-1953 [Journal]

Pasternak T,Bisley JW,Calkins D (2003) Chapter 6: Visual information processing in the primate brain Handbook of Psychology, Gallagher M:Nelson RJ, ed. pp.139

Posch C,Serrano-Gotarredona T,Linares-Barranco B,Delbruck T (2014) Retinomorphic event-based vision sensors: bioinspired cameras with spiking output Proc. IEEE 102:1470-1484 [Journal]

Robinson PA,Postnova S,Abeysuriya RG,Kim JW,Roberts JA,McKenzie-Sell L,et al. (2015) A multiscale “working brain” model Validating Neuro-Computational Models of Neurological and Psychiatric Disorders, Sen-Bhattacharya B:Chowdhury FN, ed. pp.107

Roth A,Van_Rossum MCW (2009) Modeling synapses Computational modeling methods for neuroscientists, De Shutter E, ed. pp.139

Schemmel J,Bruderle D,Grubl A,Et Al (2010) A wafer-scale neuromorphic hardware system for large-scale neural modeling Proc. the 2010 IEEE International Symposium on Circuits and Systems, May 30-June 2 :1947-1950

Schwiening CJ (2012) A brief historical perspective: Hodgkin and Huxley. J Physiol 590:2571-5 [Journal] [PubMed]

Sen-Bhattacharya B (2008) Information Recovery from Rank-Order Encoded Images Ph.D. thesis, School of Computer Science, University of Manchester

Sen-Bhattacharya B,Cochran A,Erdi P (2017) Introduction Computational Neurology and Psychiatry, Erdi P:Sen-Bhattacharya B:Cochran A, ed. pp.1

Serrano-Gotarredona T,Linares-Barranco B (2013) A 128 × 128 1.5% contrast sensitivity 0.9% FPN 3µs latency 4mw asynchronous frame-free dynamic vision sensor using transimpedance preamplifiers IEEE J. Solid State Circuits 48:827-838 [Journal]

Sharp T, Galluppi F, Rast A, Furber S (2012) Power-efficient simulation of detailed cortical microcircuits on SpiNNaker. J Neurosci Methods 210:110-8 [Journal] [PubMed]

Sherman SM (2001) Tonic and burst firing: dual modes of thalamocortical relay. Trends Neurosci 24:122-6 [PubMed]

Sherman SM (2004) Interneurons and triadic circuitry of the thalamus. Trends Neurosci 27:670-5 [Journal] [PubMed]

Stokes AB,Rowley AGD,Knight J,Lester DR,Rast A,Hopkins MW,et al. (2017) sPyNNaker 3.0.0. Available online at:

Stromatias E,Galluppi F,Patterson C,Furber S (2013) Power analysis of large-scale, real-time neural networks on spiNNaker Proceedings of the International Joint Conference on Neural Networks (IJCNN) (Dallas)

Timofeev I, Steriade M (1996) Low-frequency rhythms in the thalamus of intact-cortex and decorticated cats. J Neurophysiol 76:4152-68 [Journal] [PubMed]

Van Horn SC, Erisir A, Sherman SM (2000) Relative distribution of synapses in the A-laminae of the lateral geniculate nucleus of the cat. J Comp Neurol 416:509-20 [PubMed]

Vialatte FB, Maurice M, Dauwels J, Cichocki A (2010) Steady-state visually evoked potentials: focus on essential paradigms and future perspectives. Prog Neurobiol 90:418-38 [Journal] [PubMed]

Wang Y, Goodfellow M, Taylor PN, Baier G (2014) Dynamic mechanisms of neocortical focal seizure onset. PLoS Comput Biol 10:e1003787 [Journal] [PubMed]

   A cortical sheet mesoscopic model for investigating focal seizure onset dynamics (Wang et al. 2014) [Model]

Weyand TG, Boudreaux M, Guido W (2001) Burst and tonic response modes in thalamic neurons during sleep and wakefulness. J Neurophysiol 85:1107-18 [Journal] [PubMed]

Wurtz RH,Kandel E (2000) Central visual pathways Principles of Neural Science, Kandel E:Schwartz TH:Jessell TM, ed. pp.523

Yu T,Park J,Joshi S,Maier C,Cauwenberghs G (2012) 65k-neuron integrate-and-fire array transceiver with address-event reconfigurable synaptic routing 2012 IEEE Biomedical Circuits and Systems Conference (BioCAS) (Taipei) :21-24

Zhu JJ, Lytton WW, Xue JT, Uhlrich DJ (1999) An intrinsic oscillation in interneurons of the rat lateral geniculate nucleus. J Neurophysiol 81:702-11 [Journal] [PubMed]

   Thalamic interneuron multicompartment model (Zhu et al. 1999) [Model]

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