Giacomo Indiveri

Position:
Professor
Email:
Work phone:
+41 44 635 3024
Home page:
Location:

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.

Avaliable Positions/Projects

Chaotic dynamics with neuromorphic networks of spiking neurons [Student Project]
more
Event-based (Neuromorphic) radar signal encodings [Student Project]
more
Adaptive brain-like neural networks for control of robotic limbs in brain-inspired hardware- MSc Thesis project [Student Project]
more
A Spike based ADC for calcium bio-signal recording in the mouse brain [Student Project]
more

Spin-Off Companies

Teaching

227-0085-09 Projects & Seminars: Spiking Neural Network on Neuromorphic processors
INI-401, 227-1037-00 Introduction to Neuroinformatics
INI-404, 227-1033-00 Neuromorphic Engineering I
INI-405, 227-1032-00 Neuromorphic Engineering II
INI-434, 227-1049-00 Block: Insights Into Neuroinformatics
INI-508, 227-1048-00 Neuromorphic Intelligence
INI-702, 227-1031-00 Journal Club

Publications

2022

  • Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, Bruno A. Olshausen, Yulia Sandamirskaya, Friedrich T. Sommer, E. Paxon Frady Neuromorphic Visual Scene Understanding with Resonator Networks, arXiv preprint arXiv:2208.12880, 2022
  • Charlotte Frenkel, and Giacomo Indiveri ReckOn: A 28nm Sub-mm² Task-Agnostic Spiking Recurrent Neural Network Processor Enabling On-Chip Learning over Second-Long Timescales, IEEE International Solid-State Circuits Conference (ISSCC), 2022
  • Dennis V Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J Quill, Scott T Keene, Alberto Salleo, Julie Grollier, Danijela Marković, Alice Mizrahi, Peng Yao, J Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram HP Pernice, Harish Bhaskaran, Emre Neftci, Srikanth Ramaswamy, Jonathan Tapson, Franz Scherr, Wolfgang Maass, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A Cleland, Christoph Posch, Shih-Chii Liu, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N Pryds 2022 roadmap on neuromorphic computing and engineering, Neuromorphic Computing and Engineering, 2022
  • Karla Burelo, Georgia Ramantani, Giacomo Indiveri and Johannes Sarnthein A Neuromorphic Spiking Neural Network Detects Epileptic High Frequency Oscillations in the Scalp EEG., Scientific Reports, 12:(1798), 2022 pdf

2021

2020

2019

2018

2017

2016

2015

2014

  • Azghadi, M. Rahimi and Iannella, N. and Al-Sarawi, S. and Indiveri, G. and Abbott, D. Spike-Based Synaptic Plasticity in Silicon: Design, Implementation, Application, and Challenges, Proceedings of IEEE, 102:(5) 717-737, 2014
  • Binas, J. and Rutishauser, U. and Indiveri, G. and Pfeiffer, M. Learning and Stabilization of Winner-Take-All Dynamics Through Interacting Excitatory and Inhibitory Plasticity, Frontiers in Computational Neuroscience, 8:(68), 2014
  • Chicca, E. and Stefanini, F. and Bartolozzi, C. and Indiveri, G. Neuromorphic electronic circuits for building autonomous cognitive systems, Proceedings of IEEE, 102:(9) 1367 - 1388, 2014
  • Coath, M. and Sheik, S. and Chicca, E. and Indiveri, G. and Denham, S.L. and Wennekers, T. A robust sound perception model suitable for neuromorphic implementation., Frontiers in Neuroscience, 7:(278), 2014
  • Corradi, F. and Bontrager, D. and Indiveri, G. Toward neuromorphic intelligent brain-machine interfaces: An event-based neural recording and processing system, Biomedical Circuits and Systems Conference (BioCAS) 584-587, 2014
  • Corradi, F. and Eliasmith, C. and Indiveri, G. Mapping Arbitrary Mathematical Functions and Dynamical Systems to Neuromorphic VLSI Circuits for Spike-Based Neural Computation , IEEE International Symposium on Circuits and Systems (ISCAS), 2014 269-272, 2014
  • Corradi, F. and Zambrano, D. and Raglianti, M. and Passetti, G. and Laschi, C. and Indiveri, G. Towards a Neuromorphic Vestibular System , Biomedical Circuits and Systems, IEEE Transactions on, 8:(5) 669-680, 2014
  • Donati, E. and Corradi, F. and Stefanini, C. and Indiveri, G. A spiking implementation of the lamprey's Central Pattern Generator in neuromorphic VLSI , Biomedical Circuits and Systems Conference (BioCAS) 512 - 515 , 2014
  • Mandloi, N.K. and Bartolozzi, C. and Indiveri, G. Smart motion sensing for autonomous robots, Biomedical Circuits and Systems Conference (BioCAS) 520--523, 2014
  • Mandloi, N.K. and Indiveri, G. and Bartolozzi, C. Compact Analog Temporal Edge Detector Circuit With Programmable Adaptive Threshold for Neuromorphic Vision Sensors, IEEE Transactions on Circuits and Systems I: Regular Papers, 61:(11) 3094 - 3104, 2014
  • Moradi, S. and Indiveri, G. An Event-Based Neural Network Architecture With an Asynchronous Programmable Synaptic Memory, IEEE Transactions on Biomedical Circuits and Systems, 8:(1) 98 - 107, 2014
  • Mostafa, Hesham and Corradi, Federico and Stefanini, Fabio and Indiveri, Giacomo A Hybrid Analog/Digital Spike-Timing Dependent Plasticity Learning Circuit for Neuromorphic VLSI Multi-Neuron Architectures, ISCAS 854 - 857, 2014
  • Mostafa, Hesham and Indiveri, Giacomo Sequential Activity in Asymmetrically Coupled Winner-Take-All Circuits, Neural Computation, 26:(9) 1973-2004, 2014
  • Papadimitriou, K. and Liu, S-C. and Indiveri, G. and Drakakis, E. M. Neuromorphic log-domain silicon synapse circuits obey Bernoulli dynamics: A unifying tutorial analysis, Frontiers in Neuromorphic Engineering, 2014
  • Rovere, G and Ning, Q and Bartolozzi, C and Indiveri, G Ultra low leakage synaptic scaling circuits for implementing homeostatic plasticity in neuromorphic architectures, IEEE International Symposium on Circuits and Systems 2073-2076, 2014
  • Sandin, Fredrik and Khan, Asad I and Dyer, Adrian G and Amin, Anang Hudaya M and Indiveri, Giacomo and Chicca, Elisabetta and Osipov, Evgeny Concept Learning in Neuromorphic Vision Systems: What Can We Learn from Insects?, Journal of Software Engineering and Applications, 7:(5), 2014
  • Stefanini, Fabio and Neftci, Emre O. and Sheik, Sadique and Indiveri, Giacomo PyNCS: a microkernel for high-level definition and configuration of neuromorphic electronic systems, Frontiers in Neuroinformatics, 8:(73), 2014
  • Indiveri, Giacomo and Douglas, Rodney Neuromorphic Cognition, Encyclopedia of Computational Neuroscience 1-12, 2014

2013

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
  • 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
  • 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

  • Bartolozzi, C. and Indiveri, G. Global scaling of synaptic efficacy: Homeostasis in silicon synapses, Neurocomputing(72) 726-731, 2009
  • Bartolozzi, C. and Indiveri, G. Selective Attention in Multi-Chip Address-Event Systems, Sensors, 9:(7) 5076-5098, 2009 pdf
  • Indiveri, G. and Chicca, E. and Douglas, R. Artificial cognitive systems: From VLSI networks of spiking neurons to neuromorphic cognition, Cognitive Computation, 1:(2) 119-127, 2009 pdf
  • Livi, P. and Indiveri, G. A current-mode conductance-based silicon neuron for Address-Event neuromorphic systems, IEEE International Symposium on Circuits and Systems, ISCAS 2009 2898-2901, 2009 pdf
  • Mitra, S. and Fusi, S. and Indiveri, G. Real-Time Classification of Complex Patterns Using Spike-Based Learning in Neuromorphic VLSI, IEEE Transactions on Biomedical Circuits and Systems, 3:(1) 32-42, 2009 pdf
  • Mitra, S. and Indiveri, G. Spike-based synaptic plasticity and classification on VLSI, Neuromorphic Engineer, 10.2417:(1200904.1636) 1-3, 2009 pdf
  • Orchard, G. and Bartolozzi, C. and Indiveri, G. Applying neuromorphic vision sensors to planetary landing tasks, Biomedical Circuits and Systems Conference, 2009. BioCAS 2009. IEEE 201 - 204 , 2009 pdf

2008

  • Bartolozzi, C. and Nikolayeva, O. and Indiveri, G. Implementing homeostatic plasticity in VLSI networks of spiking neurons, IEEE International Conference on Electronics, Circuits and Systems, ICECS 2008 682-685, 2008 pdf
  • Fasnacht, D. B. and Whatley, A. M. and Indiveri, G. A Serial Communication Infrastructure for Multi-Chip Address Event Systems, IEEE International Symposium on Circuits and Systems (ISCAS 2008) 648-651, 2008 pdf
  • Giulioni, M. and Camilleri, P. and Dante, V. and Badoni, D. and Indiveri, G. and Braun, J. and Del Giudice, P. A VLSI network of spiking neurons with plastic fully configurable "stop-learning" synapses, IEEE International Conference on Electronics, Circuits and Systems, ICECS 2008 678-681, 2008 pdf
  • Indiveri, G. Neuromorphic VLSI Models of Selective Attention: From Single Chip Vision Sensors to Multi-chip Systems, Sensors, 8: 5352-5375, 2008 pdf
  • Mitra, Srinjoy and Indiveri, Giacomo and Fusi, Stefano Learning to classify complex patterns using a VLSI network of spiking neurons, Advances in Neural Information Processing Systems 20 1009-1016, 2008 pdf
  • Neftci, E. and Chicca, E. and Indiveri, G. and Slotine, J.-J. and Douglas, R. J. Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons, Advances in Neural Information Processing Systems 20 1073-1080, 2008 pdf
  • Indiveri, G. and Liu, S.-C. and Delbruck, T. and Douglas, R. Neuromorphic systems, The New Encyclopedia of Neuroscience 521-528, 2008

2007

  • Bartolozzi, C. and Indiveri, G. Synaptic dynamics in analog VLSI, Neural Computation, 19:(10) 2581-2603, 2007 pdf
  • Camilleri, P. and Giulioni, M. and Dante, V. and Badoni, D. and Indiveri, G. and Michaelis, B. and Braun, J. and Del Giudice, P. A Neuromorphic aVLSI Network Chip with Configurable Plastic Synapses, Proceedings of the 7th International Conference on Hybrid Intelligent Systems (HIS'07) 296-301, 2007 pdf
  • Chicca, E. and Indiveri, G. and Douglas, R. J. Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons, Advances in Neural Information Processing Systems 19 257-264, 2007 pdf
  • Chicca, E. and Whatley, A. M. and Lichtsteiner, P. and Dante, V. and Delbruck, T. and Del Giudice, P. and Douglas, R. J. and Indiveri, G. A multi-chip pulse-based neuromorphic infrastructure and its application to a model of orientation selectivity, IEEE Transactions on Circuits and Systems I, Regular Papers, 54:(5) 981-993, 2007 pdf
  • Indiveri, G Synaptic Plasticity and Spike-based Computation in VLSI Networks of Integrate-and-Fire Neurons, Neural Information Processing - Letters and Reviews, 11:(4-6) 135-146, 2007 pdf
  • Indiveri, G. and Fusi, S. Spike-based learning in VLSI networks of integrate-and-fire neurons, Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS 07) 3371-3374, 2007 pdf
  • Mitra, Srinjoy and Indiveri, Giacomo and Fusi, Stefano Robust classification of correlated patterns with a neuromorphic VLSI network of spiking neurons, Biomedical Circuits and Systems Conference Proceedings 87-90, 2007 pdf
  • Wang, H.-P. and Chicca, E. and Indiveri, G. and Sejnowski, T.J. Reliability of Spike-Time Based Computation in Noisy Backgrounds Using Real-Time Neuromorphic Hardware, Biomedical Circuits and Systems Conference Proceedings 71-74, 2007
  • Indiveri, G. and Douglas, R. Neuromorphic Networks of Spiking Neurons, Handbook on "Nano- and Molecular Electronics'' 10-1 - 10-9, 2007

2006

  • Bartolozzi, C. and Indiveri, G. Selective attention implemented with dynamic synapses and integrate-and-fire networks, Neurocomputing(69) 1971-1976, 2006
  • Bartolozzi, C. and Indiveri, G. Silicon synaptic homeostasis, Brain Inspired Cognitive Systems (BICS 2006) 1-6, 2006 pdf
  • Bartolozzi, C. and Mitra, S. and Indiveri, G. An ultra low power current-mode filter for neuromorphic systems and biomedical signal processing, IEEE Biomedical Circuits and Systems Conference (BioCAS06) 130-133, 2006 pdf
  • Chicca, E. and Lichtsteiner, P. and Delbruck, T. and Indiveri, G. and Douglas, R. J. Modeling Orientation Selectivity Using a Neuromorphic Multi-Chip System, Proceedings of IEEE International Symposium on Circuits and Systems 1235-1239, 2006 pdf
  • Indiveri, G. and Chicca, E. and Douglas, R. A VLSI array of low-power spiking neurons and bistable synapses with spike–timing dependent plasticity, IEEE Transactions on Neural Networks, 17:(1) 211-221, 2006 pdf
  • Mitra, S. and Fusi, S. and Indiveri, G. A VLSI spike-driven dynamic synapse which learns only when necessary, Proceedings of IEEE International Symposium on Circuits and Systems ISCAS06 2777-2780, 2006 pdf

2005

  • Hofstoetter, C and Gil, M and Eng, K and Indiveri, G and Mintz, M and Kramer, J and Verschure, P F M J The cerebellum chip: an analog VLSI implementation of a cerebellar model of classical conditioning, Advances in Neural Information Processing Systems, 17: 577-584, 2005 pdf
  • Indiveri, G. Neuromorphic Selective Attention Systems, Neurobiology of Attention 633-637, 2005 pdf
  • Indiveri, G. VLSI reconfigurable networks of integrate-and-fire neurons with spike-timing dependent plasticity, The Neuromorphic Engineer Newsletter, 2:(1) 4,7, 2005
  • Mitra, S. and Indiveri, G. A low-power dual-threshold comparator for neuromorphic systems, 2005 PhD Research in Microelectronics and Electronics, 2: 402-405, 2005 pdf
  • Muir, D. R. and Indiveri, G. and Douglas, R. Form specifies function: Robust spike-based computation in analog VLSI without precise synaptic weights, IEEE International Symposium on Circuits and Systems 5150-5153, 2005 pdf
  • Reeve, R. and Webb, B. and Horchler, A. and Indiveri, G. and Quinn, R. New Technologies for testing a model of cricket phonotaxis on an outdoor robot platform, Robotics and Autonomous Systems, 51:(1) 41-54, 2005 pdf

2004

  • Bartolozzi, C. and Indiveri, G. A neuromorphic selective attention architecture with dynamic synapses and Integrate-and-Fire neurons, Proceedings of Brain Inspired Cognitive Systems (BICS 2004), BIS2.2: 1-6, 2004 pdf
  • Becanovic, V and Hosseiny, R and Indiveri, G Robot Soccer using Optical Analog VLSI Sensors, International Journal of Robotics and Automation, 19:(4) 213-221, 2004 pdf
  • Ben Dayan Rubin, D. D. and Chicca, E. and Indiveri, G. Characterizing the firing proprieties of an adaptive analog VLSI neuron, Lecture Notes in Computer Science, 3141: 189-200, 2004 pdf
  • Carota, L. and Indiveri, G. and Dante, V. A software-hardware selective attention system, Neurocomputing, 58--60: 647-653, 2004 pdf
  • Chicca, E. and Indiveri, G. and Douglas, R. J. An event based VLSI network of integrate-and-fire neurons, Proceedings of IEEE International Symposium on Circuits and Systems V-357-V-360, 2004
  • Indiveri, G. and Chicca, E. and Douglas, R. A VLSI reconfigurable network of integrate-and-fire neurons with spike-based learning synapses, Proceedings of 12th European Symposium on Artificial Neural Networks (ESANN04) 405-410, 2004 pdf
  • Indiveri, G. Neuromorphic Engineering, Smart Adaptive Systems on Silicon 67-84, 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 pdf
  • 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 pdf
  • 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 pdf
  • 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, MIT Press, 2002

2001

  • Indiveri, G. A Current-mode Analog Hysteretic Winner-take-all Network, with Excitatory and Inhibitory Coupling, Analog Integrated Circuits and Signal Processing, 28:(3) 279-291, 2001 pdf
  • Indiveri, G. A Neuromorphic VLSI device for implementing 2-D selective attention systems, IEEE Transactions on Neural Networks, 12:(6) 1455-1463, 2001
  • Indiveri, G. and Horiuchi, T. and Niebur, E. and Douglas, R. A Competitive Network of Spiking VLSI Neurons, World Congress on Neuroinformatics 2001 443-455, 2001 pdf
  • Indiveri, G. and Mürer, R. and Kramer, J. Active vision using an analog VLSI model of selective attention, IEEE Transactions on Circuits and Systems II, Analog and Digital Signal Processing, 48:(5) 492-500, 2001 pdf
  • Liu, S-C. and Kramer, J. and Indiveri, G. and Delbruck, T. and Burg, T. and Douglas, R. Orientation-selective aVLSI spiking neurons, Neural Networks, 14:(6/7) 629-643, 2001

2000

  • Indiveri, G. Modeling Selective Attention using a Neuromorphic analog VLSI Device, Neural Computation, 12:(12) 2857-2880, 2000
  • Indiveri, G. A 2D Neuromorphic VLSI architecture for modeling selective attention, Proc. IEEE-INNS-ENNS Int. Joint Conf. on Neural Networks; IJCNN2000, IV: 208-213, 2000 pdf
  • Indiveri, G. and Douglas, R. ROBOTIC VISION: Neuromorphic Vision Sensor, Science, 288: 1189-1190, 2000 pdf

1999

  • Indiveri, G. Neuromorphic Analog VLSI Sensor for Visual Tracking: Circuits and Application Examples, IEEE Transactions on Circuits and Systems II, Analog and Digital Signal Processing, 46:(11) 1337-1347, 1999 pdf
  • Indiveri, G. and Whatley, A. M. and Kramer, J. A Reconfigurable Neuromorphic VLSI Multi-Chip System Applied to Visual Motion Computation, Proceedings of the Seventh International Conference on Microelectronics for Neural, Fuzzy and Bio-inspired Systems, Microneuro'99 37-44, 1999 pdf
  • Mudra, R. and Indiveri, G. A modular neuromorphic navigation system applied to line following and obstacle avoidance tasks, Experiments with the Mini-Robot Khepera, 64: 99-108, 1999
  • Indiveri, G. and Rasche, C. and Douglas, R. Elaborazione Neuromorfa dei Segnali Sensoriali con Circuiti VLSI Analogici, Frontiere della Vita, 1999

1998

  • Indiveri, G. Winner-take-all Networks with Lateral Excitation, Neuromorphic Systems Engineering 367-380, 1998 pdf
  • Indiveri, G. Analog VLSI Model of Locust DCMD Neuron for Computation of Object Approach, Neuromorphic Systems. Engineering Silicon from Neurobiology, 10: 47-60, 1998
  • Kramer, J. and Indiveri, G. Neuromorphic vision sensors and preprocessors in system applications, Advanced Focal Plane Arrays and Electronic Cameras II, 3410: 134-146, 1998 pdf

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 pdf

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 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. 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 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. 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 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. 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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