Publications


Conference papers

 

  • C.Alippi, S. Disabato, M.Roveri (2018), Moving Convolutional Neural Networks to Embedded Systems: the AlexNet and VGG-16 case, 17th International Conference on Information Processing in Sensor Networks (IPSN 2018), Porto, Portugal, April 2018, A++

  • D. Zambon, L. Livi, C. Alippi (2018), Anomaly and Change Detection in Graph Streams through Constant-Curvature Manifold Embeddings, IEEE-INNS International Joint Conference on Neural Networks, Rio de Janeiro, Brazil, July 2018

  • C. Alippi, V. D'Alto, M. Falchetto, D. Pau, M. Roveri (2017), Detecting changes at the sensor level in Cyber-Physical Systems: Methodology and Technological Implementation, IJCNN17, Anchorage, USA, 14-19 May 2017

  • D. Zhao, L. Bu, C. Alippi, Q, Wei (2017) A Kolmogorov-Smirnov Test to Detect Changes in Stationarity in Big Data, 20th IFAC World Congress, Toulouse, France, 9-14 July 2017, 10.1016/j.ifacol.2017.08.1821

  • Alippi, Cesare, Wen Qi, and Manuel Roveri (2017) "Learning in Nonstationary Environments: A Hybrid Approach." In International Conference on Artificial Intelligence and Soft Computing, pp. 703-714. Springer, Cham, 2017

  • D.Zambon, L.Livi, C.Alippi (2017) Detecting Changes in Sequences of Attributed Graphs, 2017 IEEE Symposium Series on Computational Intelligence (SSCI) , 10.1109/SSCI.2017.8285273

  • C.Alippi, R.Ambrosini, D.Cogliati, V.Longoni, M.Roveri (2017) "A lightweight and energy-efficient Internet-of-Birds Tracking System", PERCOM17, Hawaii, USA, 13-17 March 2017

  • F. M. Bianchi, L. Livi, R. Jenssen, C. Alippi (2017), Critical echo state network dynamics by means of Fisher information maximization, , IJCNN17, Anchorage, USA, 14-19 May 2017, 10.1109/IJCNN.2017.7965941

  • C.Alippi, S.Ntalampiras, M.Roveri (2016), "Online Model-free Sensor Fault Identification and Dictionary Learning in Cyber-Physical Systems", In Proceedings of the IEEE-INNS International Joint Conference on Neural Networks (IJCNN16), Vancouver, Canada, 24-28 July, 2016, pp.1-7

  • L.Bu, C.Alippi, D.Zhao (2016), "Ensemble LSDD-based Change Detection Tests", In Proceedings of the IEEE-INNS International Joint Conference on Neural Networks (IJCNN16), Vancouver, Canada, 24-28 July, 2016, pp.1-6

  • L.Livi, C.Alippi (2016), "One-Class Classification Through Mutual Information Minimization", In Proceedings of the IEEE-INNS  International Joint Conference on Neural Networks (IJCNN16), Vancouver, Canada, 24-28 July, 2016, pp.1-8

  • C.Alippi, G.Boracchi, D.Carrera, M.Roveri, "Change Detection in Multivariate Datastreams: Likelihood and  Detectability Loss" (2016), In Proceedings of the IEEE 25th International Joint Conference on Artificial Intelligence (IJCAI-16), pp. 1-7.

  • C. Alippi, W.Qi, M. Roveri (2016), "An improved Hilbert-Huang Transform for non-linear and time-variant signals", 26th Italian Workshop on Neural Networks (WIRN 2016), May 18-20, Vietri sul Mare, Salerno, Italy, pp. 1-8

  • C. Alippi, S.Ntalampiras, M.Roveri: Designing HMM models in the age of Big Data, In Proceedings of the 2nd INNS Conference on Big Data 2016 (INNS Big Data 2016), Thessaloniki, Greece, 23-25 October, 2016, pp.1-10. Best regular paper award (2 assigned)

  • Alippi, G. Boracchi, D. Carrera (2016), "CCM: Controlling the Change Magnitude in High Dimensional Data", In Proceedings of the 2nd INNS Conference on Big Data 2016 (INNS Big Data 2016), Thessaloniki, Greece, 23-25 October, 2016, pp.1-10. Best regular paper award (2 assigned)

  • Dal Pozzolo, A., Boracchi, G., Caelen, O., Alippi, C., & Bontempi, G. (2015), "Credit Card Fraud Detection and Concept-Drift Adaptation with Delayed Supervised Information". Proceedings of International Joint Conference on Neural Networks IJCNN 2015, Killarney, Irland, July 12 - 17

  • C.Alippi, A.Bogdanov, F.Regazzoni, (2014) "Lightweight Cryptography for RFIDs and Constrained Devices", International Symposium on Integrated Circuits, Singapore, 10-12 December 2014

  • C. Alippi, M. Roveri, F. Trovò, (2014) “Learning Causal Dependencies to Detect and Diagnose Faults in Sensor Networks”, IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014), Dec. 9-12, 2014, Orlando, Florida. 

  • C. Alippi, G. Boracchi, B. Wohlberg, (2014) “Change Detection in Streams of Signals with Sparse Representations”, ICASSP 2014, IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, May 4-9, 2014, pp 5252 - 5256.

  • C. Alippi, G. Anastasi, S. Brienza, D. De Guglielmo, M. Roveri, (2013) "A Learning-based Algorithm for Optimal MAC Parameters Setting in IEEE 802.15.4 Wireless Sensor Networks", in Proceedings of the 10th ACM symposium on Performance evaluation of wireless ad hoc, sensor, & ubiquitous networks (PE-WASUN '13). ACM, New York, NY, USA, 73-80.

  • C. Alippi, L. Bu, D. Zhao, (2013) "A Prior-Free Encode-Decode Change Detection Test to Inspect Datastreams for Concept Drift ", in Proceedings of IJCNN (International Joint Conference on Neural Networks), Dallas, Texas, USA, 4-9 August, 2013

  • C. Alippi, S., Ntalampiras, M., Roveri, (2013) "Model ensemble for an effective on-line reconstruction of missing data in sensor networks ", in Proceedings of IJCNN (International Joint Conference on Neural Networks), Dallas, Texas, USA, 4-9 August, 2013

  • C. Alippi, J. Quevedo, M.A. Cuguero, S. Ntalampiras, V. Puig, M. Roveri, D. Garcıa, “Temporal/Spatial Model-Based Fault Diagnosis vs. Hidden Markov Models Change Detection Method: Application to the Barcelona Water Network”, Control & Automation (MED), 2013 21st Mediterranean Conference on , vol., no., pp.394,400, 25-28 June 2013

  • C. Alippi, G. Boracchi, V. Puig, M. Roveri, (2013) “An Ensemble Approach to Estimate the Fault-Time Instant”, in IEEE Proceedings of ICICIP 2013, International Conference on Intelligent Control and Information Processing, June 9 - 11, Beijing, China, pp 836 - 841.

  • C. Alippi, R. Camplani, M. Roveri, G. Viscardi, "NetBrick: a high-performance, low-power hardware platform for wireless and hybrid sensor network", Mobile Adhoc and Sensor Systems (MASS), 2012 IEEE 9th International Conference on , vol., no., pp.111,117, 8-11 Oct. 2012

  • C. Alippi, L. Bu, D. Zhao, "SVM-based just-in-time adaptive classifiers", In Proceedings of 19th International Conference on Neural Information Processing (ICONIP 2012), Doha, Qatar, November 12-15, 2012, Part II, pp 664-672.

  • Alippi, C., Roveri, M., Trovò F. "A ''learning from models'' cognitive fault diagnosis system", 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II, pp 305-313

  • Alippi, C., Boracchi, G., Roveri, M. (2012) "On-line reconstruction of missing data in sensor/actuator networks by exploiting temporal and spatial redundancy", in Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), pp.1,8, 10-15 June 2012

  • Alippi, C., Ntalampiras, S., Roveri, M. (2012) "An HMM-based change detection method for intelligent embedded sensors" , in Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), pp.178, 10-15 June 2012

  • Alippi, C., Boracchi, G., Roveri, M. (2012) "Just-In-Time Ensemble of Classifiers", in Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), pp.1,8, 10-15 June 2012

  • Alippi, C., Boracchi, G., Roveri, M. (2011) "An Effective Just-in-Time Adaptive Classifier for Gradual Concept Drifts", In Proceedings of IJCNN (International Joint Conference on Neural Networks), San Jose, California July 31 - August 5, 2011.

  • Alippi, C., Boracchi, G., Roveri, M. (2011) "A Hierarchical, Nonparametric Sequential Change-Detection Test", In Proceedings of IJCNN (International Joint Conference on Neural Networks), San Jose, California July 31 - August 5, 2011.

  • Alippi, C., Boracchi, G., Roveri, M. (2011) "A distributed Self-adaptive Nonparametric Change-Detection Test for Sensor/Actuator Networks", In Proceedings of the 21th International Conference on Artificial Neural Networks (ICANN), June 14-17th, 2011, Espoo, Finland. Lecture Notes in Computer Science, 2011, Vol. 6792/2011, 173-180.

  • C. Alippi, R. Camplani, C. Galperti, A. Marullo, M. Roveri "An hybrid wireless-wired monitoring system for real-time rock collapse forecasting", (pp. 1- 8). In: IEEE International Conference on Mobile Adhoc and Sensor Systems (IEEE MASS 2010). November 8-12, 2010, San Francisco, CA, USA.

  • C. Alippi, G. Boracchi, M. Roveri (2010) “Adaptive Classifiers with ICI-based Adaptive Knowledge Base Management” (pp. 458- 467). In: International Conference on Artificial Neural Network (ICANN 2010). September 15-18, 2010, Thessaloniki, Greece.

  • C.Alippi, L.Sportiello, “Robust hybrid wired-wireless sensor networks” (pp. 462- 467). In: IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM 2010). March 29 - April 2, 2010, Mannheim, Germany.

  • C.Alippi, G. Boracchi, M. Roveri, Change Detection Tests Using the ICI rule, accepted for publication in Proceedings of IEEE IJCNN 2010 - International Joint Conference on Neural Networks, Barcelona, (Spain), July 18-23 2010

  • C.Alippi, M. Roveri, Virtual k-fold cross validation: an effective method for accuracy assessment, accepted for publication in Proceedings of IEEE IJCNN 2010 - International Joint Conference on Neural Networks, Barcelona, (Spain), July 18-23 2010

  • Cesare Alippi, Giacomo Boracchi, Manuel Roveri, Detecting Drops on Lens in Wireless Multimedia Sensor Network Nodes, IEEE International Workshop on RObotic and Sensors Environments 6-7 November 2009, Lecco (ITALY), pp. 128-133

  • Cesare Alippi, Romolo Camplani, Manuel Roveri , A Virtual Machine for energy management in WSNs, IEEE International Workshop on RObotic and Sensors Environments, 6-7 November 2009, Lecco (ITALY), pp. 173-177

  • Cesare Alippi, Luigi Sportiello, Energy-Aware Wireless-Wired Communications in Sensor Networks, in Proocedings of IEEE Sensors 2009, Christchurch, New Zealand, 25-28 October, 2009, pp 1-6

  • C. Alippi, G. Boracchi, M. Roveri, Just in time classifiers: managing the slow drift case, in Proceedings of IEEE IJCNN 2009 - International Joint Conference on Neural Networks, Atlanta, Georgia (USA), June 14-16, 2009 , pp 114-120

  • C. Alippi, G. Baroni, A. Bersani, M. Roveri, Unsupervised feature selection algorithms for Wireless Sensor Network, IEEE-CIMSA'09, Hong Kong, China,11-13 May 2009 pp, 1-6.

  • C. Alippi and C. Galperti, Energy storage mechanisms in low power embedded systems: twin batteries and supercapacitors, in Proceedings of Wireless Vitae 2009, Aalborg, Denmark, pp. 17-20, May 31-35, 2009.

  • C.Alippi, R.Camplani, C.Galperti, M.Roveri, Effective design of WSNs: from the lab to the real world, The 3rd International Conference on Sensing Technology (ICST2008), Tainan, Taiwan, Nov 30 - Dec 3, 2008

  • C.Alippi, M. Roveri, K-nn Classifiers: Investigating the K=k(n) Relationship, IEEE-IJCNN 2008 , Hong Kong, 1-6 June 2008

  • C.Alippi, R.Camplani, C.Galperti, M.Roveri, L.Sportiello, Towards a credible WSNs deployment: a monitoring framework based on an adaptive communication protocol and energy-harvesting availability, IEEE-IMTC 2008, Victoria (CA), 12-15 May, 2008

  • C. Alippi, C. Galperti, M. Zanchetta, Micro Acoustic Monitoring with MEMS Accelerometers: towards a WSN Implementation, in IEEE- SENSORS’07, Washington, USA, 28-31 October 2007, pp.966–969.

  • C. Alippi, G. Anastasi, C. Galperti, F. Mancini, M. Roveri, Adaptive Sampling for Energy Conservation inWireless Sensor Networks for Snow Monitoring Applications, IEEE-MASS’07, Pisa, Italy, 8-11 October 2007, pp 1-6.

  • C.Alippi, R. Camplani, M. Roveri, A Hierarchical LLC Routing Algorithm for WSNs, IEEE-ROSE’07, Ottawa, Canada, 12-13 October 2007, pp.1-6.

  • C. Alippi, R. Camplani, C. Galperti, Lossless Compression Techniques in Wireless Sensor Networks: Monitoring Microacoustic Emissions, IEEE-ROSE’07, Ottawa, Canada, 12-13 October 2007, pp.1-5

  • C.Alippi, M. Roveri, Adaptive Classifiers in Stationary Conditions, IEEE- IJCNN ’07, Orlando, Florida (USA), 12-17 August 2007, pp. 1-6.

  • C. Alippi, M. Roveri, Just-in-Time Adaptive Classifiers in Non-Stationary Conditions IEEE- IJCNN ’07, Orlando, Florida (USA), 12-17 August 2007, pp. 1-6.

  • C. Alippi, M. Roveri, Reducing Computational Complexity in k-NN based Adaptive Classifiers, IEEE-CIMSA’07, Ostuni, Italia, 27-29 June 2007, pp. 1-4.
    C.Alippi, C.Galperti, An Embedded System for Delimiting Hazardous Areas, Proc. IEEE-IMS’06, Alexandria, USA, 18-19 October 2006. pp 32-37

  • C.Alippi, M.Roveri, A computational intelligence-based criterion to detect non-stationarity trends, Proc.IEEE IJCNN'06, Vancouver, CA, 16-21 July 2006. pp 5040 – 5044

  • C.Alippi, C.Galperti, An adaptive maximum power point tracker for maximising solar cell efficiency in wireless sensor nodes, Proc. ISCAS 2006, Kos, Greece, 21-24 May 2006, pp. 3722-3725

  • C.Alippi, M.Roveri, An Adaptive CUSUM-based Test for Signal Change Detection, Proc. ISCAS 2006, Kos, Greece, 21-24 May 2006, pp. 5752-5755.

  • C.Alippi, G.Vanini, D. Cogliati, A statistical approach to localize passive RFIDs, Proc. ISCAS 2006, Kos, Greece, 21-24 May 2006, pp. 843-846

  • C. Morelli, M. Nicoli, V. Rampa, U. Spagnolini, C. Alippi, Particle Filters for RSS-based Localization in Wireless Sensor Networks: an Experimental Study, Proc ICASPS, Toulouse, France 14-19 May, 2006, pp. :IV-957 - IV-960

  • C.Alippi, G.Vanini, A RSSI-based and calibrated centralized localization technique for Wireless Sensor Networks, Proc. Second IEEE International Workshop on Sensor Networks and Systems for Pervasive Computing, Pisa, Italy, 13 - 17 March 2006, pp.1-5

  • C.Alippi, G.Vanini, Application-based routing optimization in static/semi-static Wireless Sensor Networks, Proc. Fourth Annual IEEE International Conference on Pervasive Computing and Communications, Pisa, Italy, 13 - 17 March 2006, 5 pp.

  • C. Alippi, F.Pessina, M.Roveri: An Adaptive System for Automatic Invoice-Documents Classifcation, Proc. IEEE ICIP 2005, Genoa, Italy, September 2005
    C. Alippi, A.Castellazzi: Intelligent Glacial Front Detection Exploiting RGB and Laser Scanner Images, Proc. IEEE CIMSA 2005, Giardini Naxos, Italy, 20-22 July 2005

  • C. Alippi, D.Cogliati: Active Noise Control: Compensating Non-stationary Acoustic Signals, Proc. IEEE CIMSA 2005, Giardini Naxos, Italy, 20-22 July 2005

  • C. Alippi, A.Mottarella, G.Vanini: A RF map-based localization algorithm for indoor environments, Proc. IEEE ISCAS 2005, Kobe, Japan, 23-26 May 2005

  • C. Alippi, F.Scotti: Exploiting Application Locality to Design Fast, Low Power, Low Complexity Neural Classifiers, Proc. IEEE ISCAS 2005, Kobe, Japan, 23-26 May 2005

  • C. Alippi, G.Vanini: An Application-Level Methodology to Guide the Design of Intelligent-Processing, Power-Aware Passive RFIDs, Proc. IEEE ISCAS 2005, Kobe, Japan, 23-26 May 2005

  • C. Alippi, G.Vanini: Wireless Sensor Networks and Radio Localization: A Metrological Analysis of the MICA2 Received Signal Strenght Indicator, Proc. The First IEEE Workshop on embedded Networked Sensors, Tampa, USA, 16 November, 2004

  • C. Alippi, D.Sana, F.Scotti: A Training-time Analysis of Robustness in Feedforward Neural Networks, Proc. IEEE-CIHSPS04, Budapest, Hungary, 25-29 July, 2004

  • C. Alippi, G.Vanini: A Genetic-Based Application Oriented Approach to Optimize RFID-like Passive Sensor Devices for Homeland Security, Proc. IEEE-CIHSPS04, Venezia, Italy, 21-22 July, 2004

  • C. Alippi, P.Braione: Classification Methods, Reduced Datasets and Quality Analysis Applications, Proc. IEEE-CIMSA04, Boston, USA, 14-16 July, 2004

  • C. Alippi, M.Catelani, A.Fort, R.Singuaroli, I.Trotta: An Embedded Automatic SBT Diagnosis System for Analog Circuits, Proc. IEEE-IMTC, Como, Italy, 18-20 May, 2004

  • C. Alippi, M.Stellini: A High-level Synthesis Methodology for Embedded Mixed Analog/Digital Processing Systems, Proc. IEEE-MWSCS03, Cairo, Egypt, 27-30 December, 2003

  • C.Alippi, M.Matteucci, V.Piuri, F.Scotti,Composite Techniques for Quality Analysis in Automotive Laser Welding, Proc. IEEE-CIMSA03, Lugano, Switzerland, 29-31 July, 2003

  • C. Alippi, M.Stelllini: High-level Accuracy Loss Estimates for a Class of Analog/Digital Systems, Proc. IEEE-ISCAS03, Bankok, Thailand, 25-28 May, 2003

  • C. Alippi, M.Catelani, A.Fort, M.Mugnaini: Methods for the automated selection of test frequencies for fault diagnosis in analog electronic circuits: a comparison, in Proc. IEEE-IMTC, Vail, USA, 20-22 May, 2003

  • C. Alippi, V.Bono, V.Piuri, F.Scotti: Toward Real-Time Quality Analysis Measurement of Metal Laser Cutting, Proc. IEEE-VIMS02, Mt.Alaska Resort, USA, 20-21 May, 2002

  • C. Alippi, A.Galbusera, M.Stellini: An application level synthesis methodology for embedded systems, Proc. IEEE-ISCAS, Scottsdale, USA, 27-29 May, 2002

  • C. Alippi, M.Catelani, A.Fort, M.Mugnaini: Automatic Selection of Test Frequencies for the Diagnosis of Soft Faults in Analog Circuits, Proc. IEEE-IMTC, Anchorage, USA, 21-23 May, 2002

  • C. Alippi, M.Fumagalli, V.Piuri, F.Scotti, L.Valsecchi: An Embedded System Methodology for Real-Time Analysis of Railways Track Profile, to be published in Proc. IEEE-IMTC, Anchorage, USA, 21-23 May, 2002

  • C. Alippi: A System-level Analysis of Robustness by Randomized Algorithms, Proc. IEEE-ICESC, La Valletta, Malta, 2-5 September 2001

  • C. Alippi, F.Balordi: A Perturbation Size-independent Analysis of Robustness in Feedforward Neural Networks by Randomized Algorithms, Proc. CIMCA, Las Vegas, USA, 9-11 July 2001

  • C.Alippi, W.Fornaciari, L.Pozzi, M.Sami: Determining the Optimum Extended Instruction-Set Architecture for Application Specific Reconfigurable VLIW CPUs, Proc. IEEE-RSP, Monerey (CA), USA, 25-27 June, 2001

  • C. Alippi, M. Moioli: A Poly-time Analysis of Robustness in Feedforward Neural Networks, Proc. IEEE-VIMS, Budapest, Hungary, 19-20 May 2001

  • C. Alippi, P. Braione, V. Piuri, F. Scotti: A Methodological Approach to Multisensor Classification for Innovative Laser Material Processing Units, Proc. IEEE-IMTC, Budapest, Hungary, 21-23May 2001

  • C. Alippi, M.Catelani, A.Fort: Soft Fault Analysis in Analog Electronic Circuits: Sensitivity Analysis by Randomized Algorithms, Proc. IEEE-IMTC, Budapest, Hungary, 21-23May 2001

  • C. Alippi: Some Guidelines to Enhance Application-Level Robustness in Linear Computation, Proc. IEEE-MWSCAS, Lansing, MI, USA 7-10 August 2000

  • C. Alippi, S. Ferrari, V. Piuri: A Methodology for Example-based Specification and Design, Proc. IEEE-INNS-ENNS International Joint Conference on Neural Networks, Como, Italia, luglio 2000, pp. 535-540

  • C. Alippi, G. Bertoni, G.M. Diani, V. Piuri, F. Scotti: A Composite System Design Methodology for Instrumentation and Embedded System, Proc. IEEE Instrumentation and Measurement Technology Conference, Baltimore, MD, USA, May 2000

  • C. Alippi, V. Piuri, F. Scotti: A Methodology to solve the Performance/Complexity Trade-off in RBF Neural Networks, Proc. IEEE International Workshop on Virtual and Intelligent Measurement Systems, Annapolis, MD, USA, April 2000, pp.147-150

  • C. Alippi: Feedforward Neural Networks with Improved Insensitivity Abilities, Proc. IEEE-ISCAS99, Orlando, Florida, USA, May 30 - June 2, 1999

  • C.Alippi, E.Casagrande, V.Piuri, F.Scotti: Composite Real-Time Image Processing for Railways Track Profile Measurement, Proc. IEEE-IMTC, Venice, Italy, 24-27 May 1999.

  • C.Alippi, F.Lullia, S.Malandrino, V.Piuri: A Neural Network Based Algorithm to Classify the Ageing Level of Catalytic Converters, Proc. IEEE-VIMS99, Venice Italy, 21 May 1999.

  • C.Alippi, W.Fornaciari, L.Pozzi, M.Sami: A DAG-Based Design Approach for Reconfigurable VLIW Processors, Proc. IEEE-DATE99, Munich, March 1999.

  • C.Alippi, F. Casamatta, V. Piuri, P. Scarpellini: Neural Equivalents of Electric Power Systems, Proc. IEEE Workshop on Emerging Technologies, Intelligent Measurement and Virtual Systems for Instrumentation and Measurement - ETIMVIS'98 St. Paul, MN, USA, May 15-16, 1998.

  • C.Alippi, V.Piuri, C.De Russis: A Fine Control of the Air-to-Fuel Ratio with Recurrent Neural Networks, Proc. IEEE-Instrumentation and Measurement Technology Conference, St. Paul MI, USA, 18-20 May 1998.

  • C.Alippi, L.Briozzo: Accuracy vs. Precision in General Purpose Neural Digital VLSI Architectures, Proc. IEEE-ISCAS98, Monterrey CA, June 1-3, 1998.

  • C.Alippi, V.Piuri, C.De Russis: Neural Regression of Parameters Affecting the Fuel Film Dynamic, Proc. ISATA, Florence, Italy, 16-19 June 1997, pp. 287-294.

  • C.Alippi, V.Piuri: Neural Modelling of Dynamic Systems with Non-measurable State Variables, Proc. IEEE-Instrumentation and Measurement Technology Conference, Ottawa, Canada, 19-21 May 1997, pp. 1100-1105.

  • C.Alippi, V.Piuri: Training Recurrent Neural Networks with Genetic Based Algorithms, Proc. IEEE-Emergent Tecnologies in Instrumentation and Measurement, Niagara Falls, Ontario, Canada, 15-16 May 1997, pp. 11-18.

  • C.Alippi, Selection and validation with model bias in regression type neural networks, Proc. WCNN96, S.Diego, California, 15-20 September 1996, pp. 188-192.

  • C.Alippi, V.Piuri, Neural Methodology for Prediction and Identification of Non-linear Dynamic Systems, Proc. IEEE- NICROSP'96 - Venezia, Italy, 21-23 August, 1996, pp. 305-313.

  • C.Alippi, V.Piuri: A neural approach to control the automotive fuel injection system, Proc. IEEE-CESA96, Lille, France, 9-12 July 1996, pp. 1193-1198.

  • C.Alippi, V.Piuri, S.Quatela: Neural prediction in power plants: the case of steam pressures, Proc. IEEE-CESA96, Lille, France, 9-12 July 1996, pp. 232-237.

  • C.Alippi, V.Piuri: The use of neural technologies for identification of non-linear dynamic systems, Proc. Emergent Technologies for Instrumentation and Measurement ETIM'96 - Como, Italy, June 10-11, 1996, pp. 1-9.

  • C.Alippi, A.Cori, V.Piuri, F.Pretolani: Monitoring and real time simulation of power plants: a neural based environment, Proc. IEEE-IMTC96, Brussels, Belgium, 4-6 June 1996, pp.847-852.

  • C.Alippi: Extending the FPE and the Effective number of parameters to neural estimators, Proc. IEEE-ICNN96, Washington DC, June 1996, pp.217-222.

  • C.Alippi, F.Casamatta, L.Furlan, A.Pelagotti, V.Piuri: NESS: a simulation environment for behavioural design of neural networks for prediction and control, Proc. IEEE-ISCAS96, Atlanta, Georgia, 12-15 May 1996, pp.345-348.

  • C.Alippi, F.Casamatta, L.Furlan: Control of the Underexcitation mode of synchronous machnies in Electric Power Plants, Proc. IEEE-International Conference of Neural Networks, Perth, Australia, 27-November - 1 December 1995, pp. 612-616.

  • C.Alippi, V.Piuri: Identification of Non-linear Dynamic Systems in Power Plants, Proc. IEEE-Midwest Symposium on Instrumentation and Measurement, Rio de Janeiro, 10-15 August 1995.

  • C.Alippi, F.Fummi, M.Sami, V.Piuri: Functional testing of the Hopfield networks: an FSM-Based approach, Proc. World Congress on Neural Networks, Washington D.C. 17-21 July 1995, pp.464-467.

  • C.Alippi: Spectral decomposition, complexity Criteria to Select and Validate Neural Structures, Proc. World Congress on Neural Networks, Washington D.C. 17-21 July 1995, pp.735-738.

  • C.Alippi, R.Petracca, V.Piuri: Off-line performance maximisation in feedforward neural networks by applying virtual neurons and covariance transformation, Proc. IEEE-International Symposium on Circuits and Systems IEEE-ISCAS95, Seattle, USA, 29 April 1995, pp. 2197-2200.

  • C.Alippi, V.Piuri: Regression type neural networks for system identification, Proc. IEEE-Instrumentation and Measurement Technical Conference, Boston, USA, 24-26 April 1995, pp. 311-316.

  • C.Alippi, V.Piuri: On the Evaluation of Neural Paradigms, Proc. IEEE- 37-th Symposium on Circuits and Systems IEEE-ISCAS94, Lafayette, Louisiana, USA, 3-5 August, 1994, pp.557-561.

  • C.Alippi, F.Fummi, V.Piuri, M.G.Sami, D.Sciuto: Behavioural testability and test pattern generation of the Hopfield network model, Proc. IEEE-World Congress on Computational Intelligence, Orlando, USA, 26 June - 2 July, 1994, pp. 4571-4576.

  • C.Alippi, L.Briozzo: The impact of finite precision in the VLSI implementation of Neural architectures for image processing, Proc. World Congress of Neural Networks, San Diego, USA, 1994, pp. 537-542.

  • C.Alippi, V.Piuri, A.Pelagotti: The use of neural technologies for advanced seismograph, Proc. IEEE-Instrumentation and Measurement Technical Conference IMTC94, Shizuoka, Japan, 10-12 May, 1994, pp.153-156.

  • C.Alippi, V.Piuri, M.G.Sami: The issue of error sensitivity in Neural networks, Proc. IEEE-Massively parallel Computing Systems, Ischia, Italy, 2-6 May, 1994, pp. 177-190.

  • C.Alippi, V.Piuri, M.G.Sami: Sensitivity to errors in artificial Neural Networks: a behavioural approach, in Proc. IEEE-ISCAS 94, Londra,U.K., 30 May-2 June, 1994, pp.459-462.

  • C.Alippi, L.Briozzo: Setting and validating precision requirements in the digital VLSI implementation of a neural defect-identifier for mechanical objects, Proc. IEEE-ISCAS 94, Londra,U.K., 30 May-2 June, 1994, pp.491-494.

  • C.Alippi: Feed-forward Networks minimisation via spectral decomposition, Proc. Center for Biological and Computational Learning at MIT and the American Academy of Arts and Sciences, Cambridge, MA, 17 May 1994

  • The Fermi Group: A new generation of electronic modules for large data acquisition arrays required by high energy physics, Proc. IEEE International conference on Wafer Scale Integration, 19-21 January, San Francisco, 1994, pp.252-264.

  • C.Alippi, V.Torri: Real Time Detection of Ships in Radar Images, Proc. IEEE International Joint Conference on Neural Networks, IEEE-IJCNN93, Nagoya, Japan, 25-29 October 1993, pp. 1235-1238.

  • The Fermi Group: System Level Policies for Fault Tolerance Issues in the FERMI Project, Proc. IEEE International Workshop on Defect and Fault Tolerance in VLSI systems, 17-29 October 1993, pp. 1-9.

  • C.Alippi: Asymptotic Insensitivity to Weights Perturbations in Back-propagation Classifiers, Proc. IEEE International Joint Conference on Neural Networks, IEEE-IJCNN93, Nagoya, Japan, 25-29 October 1993, pp. 1713-1716.

  • C.Alippi: Filtering and Clutter/Signal Classification of Ships' radar images with neural networks, Proc. World Conference on Neural Networks, WCNN93, Portland, Oregon, USA, July 1993, pp. 780-784.

  • C.Alippi: Sensitivity of Artificial Neurons to weights and inputs quantization: 2. The hidden neurons case, Proc. World Conference on Neural Networks, WCNN93, Portland, Oregon, USA, July 1993, pp. 312-316.

  • C.Alippi: Sensitivity of Artificial Neurons to weights and inputs quantization: 1. The input neurons case, Proc. World Conference on Neural Networks, WCNN93, Portland, Oregon, USA, July 1993, pp 317-322.

  • C.Alippi, M.G.Sami, M.Simeoni, V.Torri: Speaker Independent Isolated Words Recognition in Radio Car Environments, Proc. IEEE-MICRONEURO93, Edinburgh, U.K.,5-7 April 1993, pp. 71-78.

  • C.Alippi, V.Piuri: Topological Minimisation of Multi-Layered Feed-Forward Neural Networks by Spectral Decomposition, Proc. IEEE International Joint Conference on Neural Networks IEEE-IJCNN92 Beijing, China, 3-6 November 1992, pp.805-810.

  • C.Alippi, M.Recce: Classifying and Filtering Rats'Hippocampal Spikes with Back-Propagation Neural Networks, Proc. International Joint Conference on Neural Networks IEEE-IJCNN92 Beijing, China, 3-6 November 1992, pp. 120-126.

  • C.Alippi: Fault tolerance Analysis in Back-Propagation Neural Networks, Proc. IEEE International Joint Conference on Neural Networks IEEE-IJCNN92 Beijing, China, 3-6 November 1992, pp. 518-523.

  • The Fermi Group: A Digital Front-end and Readout Microsystem for Calorimetry at LHC The FERMI Project, Proc. IEEE Nuclear Science Symposium, Orlando, Florida, USA, 27-31 October 1992

  • C.Alippi, M. Vellasco: GALATEA Neural VLSI Architectures: Communication and Control Considerations, Proc. Euromicro92, Paris, France, 14-18 September 1992, pp. 175-180.

  • C.Alippi, R.Cucchiara: Cluster Partitioning in Image Analysis Classification: a Genetic Algorithm Approach, Proc. IEEE CompEuro92, the Hague, the Netherlands, 4-8 May 1992.

  • C.Alippi: Weight Update in Back-Propagation Neural Networks: The role of Activation Functions, Proc. International Joint Conference on Neural Networks IEEE-IJCNN92, Singapore, 18-21 November 1991, pp. 560-565.

  • C.Alippi, M. Nigri: Hardware Requirements for Digital VLSI Implementation of Neural Networks, Proc. International Joint Conference on Neural Networks IEEE-IJCNN92, Singapore, 18-21 November 1991, pp.1873-1878.

  • C.Alippi: The Determination of Angular Values and Parameters in Flat Surfaces: from the Mathematical Approach to the CORDIC Architecture, Proc. Euromicro 91, Wien, Austria, 2-5 September 1991, pp.349-355.

  • C.Alippi, A.N.Refenes: Histological Image Understanding by Back-Propagation, Proc. Euromicro 91, Wien, Austria, 2-5 September 1991, pp. 437-446.

  • C.Alippi, G.Storti-Gajani: Simple Approximation of Sigmoidal Function: Realistic Design of Digital Neural Networks Capable of Learning, Proc. International Symposium on Circuits and Sistems IEEE-ISCAS, Singapore 11-14 June 1991, pp. 1505-1508.

  • C.Alippi, S.Bonfanti, G.Storti-Gajani: Approximating Sigmoidal Functions for VLSI Implementation of Neural Networks, Proc. First IEEE-International Workshop on Microelectronics for Neural Networks, Dortmund, DFR, 25-26 June 1990, pp 165-174.