Reprints, Supporting Info, Code: requests via email, or check below (see also Research Gate).

Refereed journal articles

  1. Spelat, R., Jihua, N., Sánchez Triviño, C. A., Pifferi, S., Pozzi, D., Manzati, M., Mortal, S., Schiavo, I., Spada, F., Zanchetta, M. E., Ius, T., Manini, I., Rolle, I. G., Parisse, P., Millán, A. P., Bianconi, G., Cesca, F., Giugliano, M., Menini, A., … Torre, V. (2022). The dual action of glioma-derived exosomes on neuronal activity: synchronization and disruption of synchrony. Cell Death Dis, 13(8), 705.
  2. Frisari, S., Santo, M., Hosseini, A., Manzati, M., Giugliano, M., & Mallamaci, A. (2022). Multidimensional Functional Profiling of Human Neuropathogenic FOXG1 Alleles in Primary Cultures of Murine Pallial Precursors. Int J Mol Sci, 23(3).
  3. Gandolfi, D., Puglisi, F. M., Serb, A., Giugliano, M., & Mapelli, J. (2022). Editorial: Brain-inspired computing: Neuroscience drives the development of new electronics and artificial intelligence. Front Cell Neurosci, 16, 1115395.
  4. George, R., Chiappalone, M., Giugliano, M., Levi, T., Vassanelli, S., Partzsch, J., & Mayr, C. (2020). Plasticity and Adaptation in Neuromorphic Biohybrid Systems. IScience, 23(10), 101589.
  5. Verbist, C., Müller, M. G., Mansvelder, H. D., Legenstein, R., & Giugliano, M. (2020). The location of the axon initial segment affects the bandwidth of spike initiation dynamics. PLoS Comput Biol, 16(7), e1008087.
  6. Manzati, M., Sorbo, T., Giugliano, M., & Ballerini, L. (2020). Foetal neural progenitors contribute to postnatal circuits formation ex vivo: an electrophysiological investigation. Mol Brain, 13(1), 78.
  7. Moskalyuk, A., Van De Vijver, S., Verstraelen, P., De Vos, W. H., Kooy, R. F., & Giugliano, M. (2020). Single-Cell and Neuronal Network Alterations in an In Vitro Model of Fragile X Syndrome. Cereb Cortex, 30(1), 31–46.
  8. Lourenço, J., De Stasi, A. M., Deleuze, C., Bigot, M., Pazienti, A., Aguirre, A., Giugliano, M., Ostojic, S., & Bacci, A. (2020). Modulation of Coordinated Activity across Cortical Layers by Plasticity of Inhibitory Synapses. Cell Rep, 30(3), 630–641.e5.
  9. Borda Bossana, S., Verbist, C., & Giugliano, M. (2020). Homogeneous and Narrow Bandwidth of Spike Initiation in Rat L1 Cortical Interneurons. Front Cell Neurosci, 14, 118.
  10. Jones, P. D., Moskalyuk, A., Barthold, C., Gutöhrlein, K., Heusel, G., Schröppel, B., Samba, R., & Giugliano, M. (2020). Low-Impedance 3D PEDOT:PSS Ultramicroelectrodes. Front Neurosci, 14, 405.
  11. Linaro, D., Ocker, G. K., Doiron, B., & Giugliano, M. (2019). Correlation Transfer by Layer 5 Cortical Neurons Under Recreated Synaptic Inputs In Vitro. J Neurosci, 39(39), 7648–7663.
  12. Van De Vijver, S., Missault, S., Van Soom, J., Van Der Veken, P., Augustyns, K., Joossens, J., Dedeurwaerdere, S., & Giugliano, M. (2019). The effect of pharmacological inhibition of Serine Proteases on neuronal networks in vitro. PeerJ, 7, e6796.
  13. Goriounova, N. A., Heyer, D. B., Wilbers, R., Verhoog, M. B., Giugliano, M., Verbist, C., Obermayer, J., Kerkhofs, A., Smeding, H., Verberne, M., Idema, S., Baayen, J. C., Pieneman, A. W., de Kock, C. P., Klein, M., & Mansvelder, H. D. (2018). Large and fast human pyramidal neurons associate with intelligence. Elife, 7.
  14. Pampaloni, N. P., Lottner, M., Giugliano, M., Matruglio, A., D’Amico, F., Prato, M., Garrido, J. A., Ballerini, L., & Scaini, D. (2018). Single-layer graphene modulates neuronal communication and augments membrane ion currents. Nat Nanotechnol, 13(8), 755–764.
  15. Espuny-Camacho, I., Michelsen, K. A., Linaro, D., Bilheu, A., Acosta-Verdugo, S., Herpoel, A., Giugliano, M., Gaillard, A., & Vanderhaeghen, P. (2018). Human Pluripotent Stem-Cell-Derived Cortical Neurons Integrate Functionally into the Lesioned Adult Murine Visual Cortex in an Area-Specific Way. Cell Rep, 23(9), 2732–2743.
  16. Linaro, D., Biró, I., & Giugliano, M. (2018). Dynamical response properties of neocortical neurons to conductance-driven time-varying inputs. Eur J Neurosci, 47(1), 17–32.
  17. Pampaloni, N. P., Giugliano, M., Scaini, D., Ballerini, L., & Rauti, R. (2018). Advances in Nano Neuroscience: From Nanomaterials to Nanotools. Front Neurosci, 12, 953.
  18. Bifari, F., Decimo, I., Pino, A., Llorens-Bobadilla, E., Zhao, S., Lange, C., Panuccio, G., Boeckx, B., Thienpont, B., Vinckier, S., Wyns, S., Bouché, A., Lambrechts, D., Giugliano, M., Dewerchin, M., Martin-Villalba, A., & Carmeliet, P. (2017). Neurogenic Radial Glia-like Cells in Meninges Migrate and Differentiate into Functionally Integrated Neurons in the Neonatal Cortex. Cell Stem Cell, 20(3), 360–373.e7.
  19. Pulizzi, R., Musumeci, G., Van den Haute, C., Van De Vijver, S., Baekelandt, V., & Giugliano, M. (2016). Brief wide-field photostimuli evoke and modulate oscillatory reverberating activity in cortical networks. Sci Rep, 6, 24701.
  20. Segura, I., Lange, C., Knevels, E., Moskalyuk, A., Pulizzi, R., Eelen, G., Chaze, T., Tudor, C., Boulegue, C., Holt, M., Daelemans, D., Matondo, M., Ghesquière, B., Giugliano, M., Ruiz de Almodovar, C., Dewerchin, M., & Carmeliet, P. (2016). The Oxygen Sensor PHD2 Controls Dendritic Spines and Synapses via Modification of Filamin A. Cell Rep, 14(11), 2653–2667.
  21. Peelaerts, W., Bousset, L., Van der Perren, A., Moskalyuk, A., Pulizzi, R., Giugliano, M., Van den Haute, C., Melki, R., & Baekelandt, V. (2015). α-Synuclein strains cause distinct synucleinopathies after local and systemic administration. Nature, 522(7556), 340–344.
  22. Linaro, D., Couto, J., & Giugliano, M. (2015). Real-time Electrophysiology: Using Closed-loop Protocols to Probe Neuronal Dynamics and Beyond. J Vis Exp, 100, e52320.
  23. Couto, J., Linaro, D., De Schutter, E., & Giugliano, M. (2015). On the firing rate dependency of the phase response curve of rat Purkinje neurons in vitro. PLoS Comput Biol, 11(3), e1004112.
  24. Biró, I., & Giugliano, M. (2015). A reconfigurable visual-programming library for real-time closed-loop cellular electrophysiology. Front Neuroinform, 9, 17.
  25. Warnaar, P., Couto, J., Negrello, M., Junker, M., Smilgin, A., Ignashchenkova, A., Giugliano, M., Thier, P., & De Schutter, E. (2015). Duration of Purkinje cell complex spikes increases with their firing frequency. Front Cell Neurosci, 9, 122.
  26. Monaco, A. M., & Giugliano, M. (2015). Correction: Carbon-based smart nanomaterials in biomedicine and neuroengineering. Beilstein J Nanotechnol, 6, 499.
  27. Gehring, T. V., Vasilaki, E., & Giugliano, M. (2015). Highly scalable parallel processing of extracellular recordings of Multielectrode Arrays. Annu Int Conf IEEE Eng Med Biol Soc, 2015, 4178–4181.
  28. Testa-Silva, G., Verhoog, M. B., Linaro, D., de Kock, C. P. J., Baayen, J. C., Meredith, R. M., De Zeeuw, C. I., Giugliano, M., & Mansvelder, H. D. (2014). High bandwidth synaptic communication and frequency tracking in human neocortex. PLoS Biol, 12(11), e1002007.
  29. Curtis, D. J., Sood, A., Phillips, T. J., Leinster, V. H. L., Nishiguchi, A., Coyle, C., Lacharme-Lora, L., Beaumont, O., Kemp, H., Goodall, R., Cornes, L., Giugliano, M., Barone, R. A., Matsusaki, M., Akashi, M., Tanaka, H. Y., Kano, M., McGarvey, J., Halemani, N. D., … Case, C. P. (2014). Secretions from placenta, after hypoxia/reoxygenation, can damage developing neurones of brain under experimental conditions. Exp Neurol, 261, 386–395.
  30. Linaro, D., Couto, J., & Giugliano, M. (2014). Command-line cellular electrophysiology for conventional and real-time closed-loop experiments. J Neurosci Methods, 230, 5–19.
  31. Reinartz, S., Biro, I., Gal, A., Giugliano, M., & Marom, S. (2014). Synaptic dynamics contribute to long-term single neuron response fluctuations. Front Neural Circuits, 8, 71.
  32. Esposito, U., Giugliano, M., van Rossum, M., & Vasilaki, E. (2014). Measuring symmetry, asymmetry and randomness in neural network connectivity. PLoS One, 9(7), e100805.
  33. Monaco, A. M., & Giugliano, M. (2014). Carbon-based smart nanomaterials in biomedicine and neuroengineering. Beilstein J Nanotechnol, 5, 1849–1863.
  34. Esposito, U., Giugliano, M., & Vasilaki, E. (2014). Adaptation of short-term plasticity parameters via error-driven learning may explain the correlation between activity-dependent synaptic properties, connectivity motifs and target specificity. Front Comput Neurosci, 8, 175.
  35. Mahmud, M., Pulizzi, R., Vasilaki, E., & Giugliano, M. (2014). QSpike tools: a generic framework for parallel batch preprocessing of extracellular neuronal signals recorded by substrate microelectrode arrays. Front Neuroinform, 8, 26.
  36. Vasilaki, E., & Giugliano, M. (2014). Emergence of connectivity motifs in networks of model neurons with short- and long-term plastic synapses. PLoS One, 9(1), e84626.
  37. Sekar, S., Jonckers, E., Verhoye, M., Willems, R., Veraart, J., Van Audekerke, J., Couto, J., Giugliano, M., Wuyts, K., Dedeurwaerdere, S., Sijbers, J., Mackie, C., Ver Donck, L., Steckler, T., & Van der Linden, A. (2013). Subchronic memantine induced concurrent functional disconnectivity and altered ultra-structural tissue integrity in the rodent brain: revealed by multimodal MRI. Psychopharmacology (Berl), 227(3), 479–491.
  38. Espuny-Camacho, I., Michelsen, K. A., Gall, D., Linaro, D., Hasche, A., Bonnefont, J., Bali, C., Orduz, D., Bilheu, A., Herpoel, A., Lambert, N., Gaspard, N., Péron, S., Schiffmann, S. N., Giugliano, M., Gaillard, A., & Vanderhaeghen, P. (2013). Pyramidal neurons derived from human pluripotent stem cells integrate efficiently into mouse brain circuits in vivo. Neuron, 77(3), 440–456.
  39. Testa-Silva, G., Loebel, A., Giugliano, M., de Kock, C. P. J., Mansvelder, H. D., & Meredith, R. M. (2012). Hyperconnectivity and slow synapses during early development of medial prefrontal cortex in a mouse model for mental retardation and autism. Cereb Cortex, 22(6), 1333–1342.
  40. Moroni, M., Biro, I., Giugliano, M., Vijayan, R., Biggin, P. C., Beato, M., & Sivilotti, L. G. (2011). Chloride ions in the pore of glycine and GABA channels shape the time course and voltage dependence of agonist currents. J Neurosci, 31(40), 14095–14106.
  41. Richmond, P., Buesing, L., Giugliano, M., & Vasilaki, E. (2011). Democratic population decisions result in robust policy-gradient learning: a parametric study with GPU simulations. PLoS One, 6(5), e18539.
  42. Linaro, D., Storace, M., & Giugliano, M. (2011). Accurate and fast simulation of channel noise in conductance-based model neurons by diffusion approximation. PLoS Comput Biol, 7(3), e1001102.
  43. Kunze, A., Giugliano, M., Valero, A., & Renaud, P. (2011). Micropatterning neural cell cultures in 3D with a multi-layered scaffold. Biomaterials, 32(8), 2088–2098.
  44. Fuchsberger, K., Le Goff, A., Gambazzi, L., Toma, F. M., Goldoni, A., Giugliano, M., Stelzle, M., & Prato, M. (2011). Multiwalled carbon-nanotube-functionalized microelectrode arrays fabricated by microcontact printing: platform for studying chemical and electrical neuronal signaling. Small, 7(4), 524–530.
  45. Robberechts, Q., Wijnants, M., Giugliano, M., & De Schutter, E. (2010). Long-term depression at parallel fiber to Golgi cell synapses. J Neurophysiol, 104(6), 3413–3423.
  46. Gambazzi, L., Gokce, O., Seredenina, T., Katsyuba, E., Runne, H., Markram, H., Giugliano, M., & Luthi-Carter, R. (2010). Diminished activity-dependent brain-derived neurotrophic factor expression underlies cortical neuron microcircuit hypoconnectivity resulting from exposure to mutant huntingtin fragments. J Pharmacol Exp Ther, 335(1), 13–22.
  47. Talpalar, A. E., Giugliano, M., & Grossman, Y. (2010). Enduring medial perforant path short-term synaptic depression at high pressure. Front Cell Neurosci, 4, 128.
  48. Sucapane, A., Cellot, G., Prato, M., Giugliano, M., Parpura, V., & Ballerini, L. (2009). Interactions Between Cultured Neurons and Carbon Nanotubes: A Nanoneuroscience Vignette. J Nanoneurosci, 1(1), 10–16.
  49. Cellot, G., Cilia, E., Cipollone, S., Rancic, V., Sucapane, A., Giordani, S., Gambazzi, L., Markram, H., Grandolfo, M., Scaini, D., Gelain, F., Casalis, L., Prato, M., Giugliano, M., & Ballerini, L. (2009). Carbon nanotubes might improve neuronal performance by favouring electrical shortcuts. Nat Nanotechnol, 4(2), 126–133.
  50. Gawad, S., Giugliano, M., Heuschkel, M., Wessling, B., Markram, H., Schnakenberg, U., Renaud, P., & Morgan, H. (2009). Substrate arrays of iridium oxide microelectrodes for in vitro neuronal interfacing. Front Neuroeng, 2, 1.
  51. Giugliano, M. (2009). Calcium waves in astrocyte networks: theory and experiments. Front Neurosci, 3(2), 160–161.
  52. Giugliano, M., La Camera, G., Fusi, S., & Senn, W. (2008). The response of cortical neurons to in vivo-like input current: theory and experiment: II. Time-varying and spatially distributed inputs. Biol Cybern, 99(4-5), 303–318.
  53. La Camera, G., Giugliano, M., Senn, W., & Fusi, S. (2008). The response of cortical neurons to in vivo-like input current: theory and experiment : I. Noisy inputs with stationary statistics. Biol Cybern, 99(4-5), 279–301.
  54. Köndgen, H., Geisler, C., Fusi, S., Wang, X.-J., Lüscher, H.-R., & Giugliano, M. (2008). The dynamical response properties of neocortical neurons to temporally modulated noisy inputs in vitro. Cereb Cortex, 18(9), 2086–2097.
  55. Calı̀ Corrado, Berger, T. K., Pignatelli, M., Carleton, A., Markram, H., & Giugliano, M. (2008). Inferring connection proximity in networks of electrically coupled cells by subthreshold frequency response analysis. J Comput Neurosci, 24(3), 330–345.
  56. Arsiero, M., Lüscher, H.-R., & Giugliano, M. (2007). Real-time closed-loop electrophysiology: towards new frontiers in in vitro investigations in the neurosciences. Arch Ital Biol, 145(3-4), 193–209.
  57. Mazzatenta, A., Giugliano, M., Campidelli, S., Gambazzi, L., Businaro, L., Markram, H., Prato, M., & Ballerini, L. (2007). Interfacing neurons with carbon nanotubes: electrical signal transfer and synaptic stimulation in cultured brain circuits. J Neurosci, 27(26), 6931–6936.
  58. Arsiero, M., Lüscher, H.-R., Lundstrom, B. N., & Giugliano, M. (2007). The impact of input fluctuations on the frequency-current relationships of layer 5 pyramidal neurons in the rat medial prefrontal cortex. J Neurosci, 27(12), 3274–3284.
  59. Berger, T., Lüscher, H.-R., & Giugliano, M. (2006). Transient rhythmic network activity in the somatosensory cortex evoked by distributed input in vitro. Neuroscience, 140(4), 1401–1413.
  60. Giugliano, M., Darbon, P., Arsiero, M., Lüscher, H.-R., & Streit, J. (2004). Single-neuron discharge properties and network activity in dissociated cultures of neocortex. J Neurophysiol, 92(2), 977–996.
  61. Reutimann, J., Giugliano, M., & Fusi, S. (2003). Event-driven simulation of spiking neurons with stochastic dynamics. Neural Comput, 15(4), 811–830.
  62. Giugliano, M., Bove, M., & Grattarola, M. (2000). Insulin release at the molecular level: metabolic-electrophysiological modeling of the pancreatic beta-cells. IEEE Trans Biomed Eng, 47(5), 611–623.
  63. Giugliano, M. (2000). Synthesis of generalized algorithms for the fast computation of synaptic conductances with Markov kinetic models in large network simulations. Neural Comput, 12(4), 903–931.
  64. Giugliano, M., Bove, M., & Grattarola, M. (1999). Fast calculation of short-term depressing synaptic conductances. Neural Comput, 11(6), 1413–1426.
  65. Giugliano, M., Bove, M., & Grattarola, M. (1999). Activity-driven computational strategies of a dynamically regulated integrate-and-fire model neuron. J Comput Neurosci, 7(3), 247–254.
  66. Bove, M., Martinoia, S., Verreschi, G., Giugliano, M., & Grattarola, M. (1998). Analysis of the signals generated by networks of neurons coupled to planar arrays of microtransducers in simulated experiments. Biosens Bioelectron, 13(6), 601–612.

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