Giacomo Indiveri

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41 44 635 3024
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I am engineer by training, but have always been interested also in physics, computer science, and neuroscience. I combine these disciplines by studying real and artificial neural processing systems, and by building hardware neuromorphic cognitive systems, using full custom analog and digital VLSI technology.

Teaching

INI-434 Block: Insights Into Neuroinformatics
INI-702 Journal Club

Publications

2014

2013

2012

  • Corneil, D. and Sonnleithner, D. and Neftci, E. and Chicca, E. and Cook, M. and Indiveri, G. and Douglas, R. Real-time inference in a VLSI spiking neural network, IEEE International Symposium on Circuits and Systems (ISCAS) 2425-2428, 2012
  • Corneil, D. and Sonnleithner, D. and Neftci, E. and Chicca, E. and Cook, M. and Indiveri, G. and Douglas, R. Function approximation with uncertainty propagation in a VLSI spiking neural network, International Joint Conference on Neural Networks (IJCNN) 1-7, 2012
  • Dhoble, K. and Nuntalid, N. and Indiveri, G. and Kasabov, N. Online Spatio-Temporal Pattern Recognition with Evolving Spiking Neural Networks utilising Address Event Representation, Rank Order, and Temporal Spike Learning, In International Joint Conference on Neural Networks, IJCNN 2012 554-560, 2012
  • Neftci, E. and Toth, B. and Indiveri, G. and Abarbane, H. Dynamic State and Parameter Estimation applied to Neuromorphic Systems, Neural Computation, 24:(7) 1669-1694, 2012
  • Neftci, Emre and Binas, Jonathan and Chicca, Elisabetta and Indiveri, Giacomo and Douglas, Rodney Systematic Construction of Finite State Automata Using VLSI Spiking Neurons, Biomimetic and Biohybrid Systems 382-383, 2012
  • Sheik, Sadique and Chicca, Elisabetta and Indiveri, Giacomo Exploiting device mismatch in neuromorphic VLSI systems to implement axonal delays, International Joint Conference on Neural Networks (IJCNN) 1-6, 2012
  • Sheik, S. and Coath, M. and Indiveri, G. and Denham, S.L. and Wennekers, T. and Chicca, E. Emergent auditory feature tuning in a real-time neuromorphic VLSI system, Frontiers in neuroscience, 6:(00017) 1-10, 2012
  • Daniel Sonnleithner, Giacomo Indiveri A Real-Time Event-Based Selective Attention System for Active Vision, Advances in Autonomous Mini Robots 205-219, 2012

2011

2010

  • Indiveri, G and Neftci, E A Device Mismatch Compensation Method for VLSI Neural Networks 262-265, 2010
  • Indiveri, G and Stefanini, F and Chicca, E Spike-based learning with a generalized integrate and fire silicon neuron, International Symposium on Circuits and Systems, ISCAS 2010 1951-1954, 2010

2009

2008

2007

2006

2005

2004

2003

  • Chicca, E. and Indiveri, G. and Douglas, R. J. An adaptive silicon synapse, Proc. IEEE International Symposium on Circuits and Systems,, 1: I-81-I-84, 2003
  • Indiveri, G Neuromorphic bistable VLSI synapses with spike-timing-dependent plasticity, Advances in Neural Information Processing Systems, 15: 1091-1098, 2003
  • Indiveri, G. A low-power adaptive integrate-and-fire neuron circuit., Proc. IEEE International Symposium on Circuits and Systems, 4: IV-820-IV-823, 2003
  • Indiveri, G. Neuromorphic selective attention systems, Proc. IEEE International Symposium on Circuits and Systems, 3: III-770-III-773, 2003

2002

  • Indiveri, G. and Oswald, P. and Kramer, J. An adaptive visual tracking sensor with a hysteretic winner-take-all network, ISCAS 2002. The 2002 IEEE International Symposium on Circuits and Systems 2002, 2: 324-327, 2002
  • Liu, S-C. and Kramer, J. and Indiveri, G. and Delbruck, T. and Douglas, R. Orientation-selective aVLSI spiking neurons, Advances in Neural Information Processing Systems, 14:, 2002
  • Becanovic, V. and Indiveri, G. and Kobialka, H. and Ploger, P. and Stocker, A. A. Silicon Retina Sensing guided by Omni-direction Vision,, Mechatronics and Machine Vision 2002: Current Practice 13-21, 2002
  • Liu, S-C. and Kramer, J. and Indiveri, G. and Delbruck, T. and Douglas, R. Analog VLSI: Circuits and Principles, 2002

2001

2000

1999

1998

1997

  • Indiveri, G. Neuromorphic Systems For Industrial Applications, Proc. Int. Body Engineering Conference & Exposition, 1997
  • Indiveri, G. Winner-take-all networks with lateral excitation, Analog Integrated Circuits and Signal Processing, 13:(1/2) 185-193, 1997
  • Indiveri, G. and Verschure, P. F. M. J. Autonomous vehicle guidance using analog VLSI neuromorphic sensors, Proceedings Artificial Neural Networks-ICANN97: Lausanne, Switzerland, 1327: 811-816, 1997

1996

  • Indiveri, G. and Kramer, J. and Koch, C. Parallel analog VLSI architectures for computation of heading direction and time-to-contact, Advances in Neural Information Processing Systems, 8: 720-726, 1996
  • Indiveri, G. and Kramer, J. and Koch, C. Neuromorphic Vision Chips: intelligent sensors for industrial applications, Proc Advanced Microsystems for Automotive Applications, 1996
  • Indiveri, G. and Kramer, J. and Koch, C. System Implementations of analog VLSI velocity sensors, IEEE Micro, 16:(5) 40-49, 1996
  • Indiveri, G. and Kramer, J. and Koch, C. System Implementations of analog VLSI velocity sensors, Proceedings of the Fifth International Conference on Microelectronics for Neural, Fuzzy and Bio-inspired Systems; Microneuro'96 15-22, 1996
  • Indiveri, G. and Raffo, L. and Sabatini, S.P. and Bisio, G.M. A recurrent neural architecture mimicking cortical preattentive vision systems., Neurocomputing, 11: 155-170, 1996
  • Kramer, J. and Indiveri, G. and Koch, C. Analog VLSI motion projects at Caltech, Advanced Focal Plane Arrays and Electronic Cameras, 2950: 50-63, 1996
  • Sarpeshkar, R. and Kramer, J. and Indiveri, G. and Koch, C. Analog VLSI architectures for motion processing: from fundamental limits to system applications, Proceedings of the IEEE, 84:(7) 969-987, 1996

1995

  • Indiveri, G. and Kramer, J. and Koch, C. Analog VLSI architecture for computing heading direction, Proc Intelligent Vehicles `95 Symp. 24-29, 1995
  • Indiveri, G. and Raffo, L. and Sabatini, S.P. and Bisio, G.M. A Neuromorphic Architecture for Cortical Multi-layer Integration of Early Visual Tasks, Machine Vision and Applications, 8: 305-314, 1995

1994

  • Indiveri, G. and Bisio, G.M. Analog sbtheshold VLSI implementation of a neuromorphic model of the visual cortex for pre-attentive vision, Proceedings of the Fourth International Conference on Microelectronics for Neural, Fuzzy and Bio-inspired Systems; Microneuro'94 439-448, 1994
  • Raffo, L. and Sabatini, S.P. and Indiveri, G. and Caviglia, D.D. and Bisio, G.M. Cortical Perceptual Processing Mapped into an Active Resistor Network, Proc. WCNN94-San Francisco-CA, 1994
  • Raffo, L. and Sabatini, S.P. and Indiveri, G. and Nateri, G. and Bisio, G.M. A Memory-Based Recurrent Neural Architecture for Chips Emulating Cortical Visual Processing, IEICE Transactions on Electronics, E77-C:(7) 1065-1074, 1994

1993

  • Bisio, G.M. and Caviglia, D.D. and Indiveri, G. and Raffo, L. and Sabatini, S.P. A Neural Network Architectural Model of Visual Cortical Cells for Texture Segregation, Proc. Int. Conf. on Neural Networks, 1993
  • Indiveri, G. and Raffo, L. and Sabatini, S.P. and Bisio, G.M. A Neuromorphic Architecture for Visual Processing, Proc. Giornata di Studio: Elaborazione di Immagini mediante Reti Neurali 105-110, 1993
  • Raffo, L. and Sabatini, S.P. and Indiveri, G. and Caviglia, D.D. and Bisio, G.M. An Active Resistor Mesh Embedding Cortical Visual Processing, Proc. ICANN93 250, 1993
  • Sabatini, S.P. and Raffo, L. and Indiveri, G. and Caviglia, D.D. and Bisio, G.M. Computational Anatomy in Low-Level Visual Processing, Proc. WIRN`93, 1993

1992

  • Bisio, G.M. and Caviglia, D.D. and Indiveri, G. and Raffo, L. and Sabatini, S.P. A Neural Model of Cortical Cells Characterized by Gabor-like Receptive Fields-Application to Texture Segmentation, Artificial Neural Networks 2, 2: 917-920, 1992
  • Bisio, G.M. and Caviglia, D.D. and Indiveri, G. and Raffo, L. and Sabatini, S.P. Un Modello Neurale per l'Analisi di Tessitura, Congresso AICA, 1992
  • Bisio, G.M. and Caviglia, D.D. and Indiveri, G. and Raffo, L. and Sabatini, S.P. A Linear Model of the Recurrent Inhibition in Visual Cortex Leading to Gabor-Like Receptive Fields, Proceedings of NeuroNimes92 Conference 517-528, 1992
  • Raffo, L. and Bisio, G.M. and Caviglia, D.D. and Indiveri, G. and Sabatini, S.P. A Neural Architectural Model of Simple and Complex Cortical Cells, EMBS Congress, 1992
  • Raffo, L. and Bisio, G.M. and Caviglia, D.D. and Indiveri, G. and Sabatini, S.P. A Multi-layers Analog VLSI Architecture for Texture Analysis Isomorphic to Cortical Cells in Mammalian Visual System, Proc. Int. Workshop on VLSI for AI and NN, 1992
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