- Ákos Zarándy, C.Sci., senior research fellow

Curriculum vitae
Dr. Ákos Zarándy
Personal Information Name: Ákos Zarándy Date of birth: Oct 6th, 1967 Workplace: Computer and Automation Research Institute of the Hungarian Academy of Sciencies (MTA-SZTAKI) Address: POB: 63, 1518 Budapest, Hungary Phone: +36 1 279-6131 Fax: +36 1 209-5264 Email: zarandy@sztaki.hu Citizenship: Hungarian Professional Experience 2007-present Senior Research Fellow (MTA-SZTAKI, Hungary) 2005-2006 CTO (Eutecus Inc. Berkeley, California, USA) 2000-2005 CEO (AnaLogic Computers Ltd, Budapest, Hungary, Spin-off company of SZTAKI) 1997-2005 Research Fellow (MTA-SZTAKI, Hungary) 1992-1997 PhD student (MTA-SZTAKI, Hungary) 1993, 95, 96, 98 Visiting scholar or post doc at University of California at Berkeley Education 1997 Ph.D. in Computer science, Hungarian Academey of Sciences: "CNN Universal Machines: spatial logic, colors, and illusions" 1992 MsC, Electrical Engineering, Technical University of Budapest, Hungary Fields of interest Focal-plane sensor-processors: architecture, design, and development Cellular Neural Network research: VLSI implementations, algorithm development IR imaging: sensor interface development Human and artificial vision, color vision: modelling Image processing: algorithms, embedded implementation System integration: ultra-high speed, low power, embedded image processing devices Major technical achievements 2006-2007: 8x8 nanoantenna sensor interface including per pixel analogue amplifiers and programmable digital filters (100dB signal to noise ratio total) (Project Leader) 2005-2006: Focal-plane sensor-processor array with 64 fully programmable on-chip processors: XENON (Project Leader) 2004-2005: Locally adaptive image sensor development 2002-2005: Biologically motivated collision warning focal-plane sensor-processor array: LOCUST (Group Leader) 2002-2003 Bi-i: Industrial grade camera capable over 25,000 FPS visual decision making (capturing and real-time evaluation) Product of the year, Vision 2003, Stuttgart (Project Leader) 1996-2000: CNN Chip Prototyping System (chief developer) Publication Summary 26 peer-reviewed published (or accepted) papers 5 Book chapters 45 conference contributions 300 total number of citations (excluding self citation) 2 patents Most Important International Collaborations 1994- present: Focal-plane sensor-processor chip development and testing, Microelectronic Institute Seville, Spain, Prof. Angel Rodriguez-Vazquez and his group 2002-present Active contour algorithm implementation on sensor-processor array School of Electrical and Electronic Engineering The University of Manchester, Dr. Piotr Dudek 2000-present: Neuromorph modell implementations on sensor processor arrays Friedrich Miescher Institute, Dr. Botond Roska 1998-present Robot guidance algorithms for sensor-processor array Department of Electronic and Electrical Systems, University of Catania, Dr. Paolo Arena Teaching 2005-present Peter Pazmany Catholic University, „Electronic components of the computing, communicating and sensing devices” Grants and Scholarships 2005-2007: Nanoantenna sensor-processor array development: Eutecus Inc, Notre Dame University (two US grants: N00014-05C-0370 and HQ0006-05-C-7268, over $1,5M) role: PI 2002-2003 RobotEyepair (Hungarian grant IKTA4-044) Budget: 420k Euro. Role: PI 2004-2007 SPARK: Spatial-temporal Patterns for Action-oriented perception in Roving robots, (FP6-2003-IST-2) EU FP6, role: participant 2002-2005: LOCUST: Life-Like Object Detection For Collision Avoidance Using Spatio-Temporal Image Processing. (IST-2001-38097) EU FP5-FP6. Role: participant 2000-2003 DICTAM: Dynamic Image Computing Using Tera-Speed Analogic Visual Microprocessors. (IST-1999-19007) EU FP5. role: participant Honors and Awards 2007 Charles Simonyi Award 2007 Microprocessor Report Innovation Award, San Jose, California: Superfast Sensor-Processors Break New Ground in Digital Imaging 2005 Best paper award, “Per-pixel integration time controlled image sensor” ECCTD Ireland 2003 Product of the year at Stuttgart Vision fair: Bi-i camera 2002 John von Kemeny Award 2000 Denes Gabor Patent Award 1999 General Electrics Scholarship Spcecial issues, sessions sessions 2004: Special issue: IEEE Transactions on Circuits and Systems—I: Fundamental Theory and Applications (TCAS-I), „CNN Technology and Active Wave Computing: Analog-and-logic cellular machines integrating sensors and/or actuators” guest co-editor 2003: Special session: IEEE International symphosium on Circuits and Systems (ISCAS) „Spatiotemporal cellular vision systems” co-organizer 2002: Journal of Circuits, Systems, and Computers, „CNN Technology and Visual Microprocessors”, guest co-editor
Publications[ order by time]
[ order by categories ]
[ order by authors]
2008.- Insect-vision inspired collision warning vision processor for automobiles.
Authors: Linan-Cembrano, G.; Carranza, L.; Rind, C.; Zarándy, Ákos; Soininen, M.; Rodríguez-Vázquez, A.Date: 2008.Published by: IEEE Circuits and Systems Magazine (Volume no.: 8, Issue no.: 2, Page: 6-24.)
- Configurable 3D-integrated focal-plane sensor-processor array architecture.
- Real-time moving object segmentation algorithm implemented on the Eye-RIS focal plane sensor-processor system.
- Implementing the non-linear wave metric on the Q-Eye cellular array processor chip.
- Clusterable cellular visual microprocessor.
- Analysis of 2D operators on topographic and non-topographic processor architectures.
- Implementation and efficiency analysis of 2D operators on topographic and non-topographic image processor architectures.
Authors: Zarándy, Ákos; Rekeczky, CsabaDate: 2008.Published by: Research report of Cellular Sensory and Wave Computing Laboratory CSW-2-2008. (Length: 21)
2005.- High-speed label inspection system for textile industry
Authors: Szatmári, I; Zarándy, ÁDate: 2005.Published by: Proceedings of the 10th IMEKO TC10. International conference on technical diagnostics. Budapest, 2005. (Page: 99-102)
- Bi-i: a standalone ultra high speed cellular vision system
Authors: Zarándy, Á; Rekeczky, CsDate: 2005.Published by: IEEE CIRCUITS AND SYSTEMS MAGAZINE (Volume no.: 5, Issue no.: 2, Page: 36-45)
- Various implementations of topographic, sensory, cellular wave computers
- Per-pixel integration time controlled image sensor
Authors: Zarándy, Á; Földesy, P; Roska, TDate: 2005.Published by: ECCTD’05. Proceedings of the 2005 European conference on circuit theory and design. Cork, 2005. (Page: 149-153)
2004.- Topographic and non-topographic neural network based computational platform for UAV applications
- Cellular multiadaptive analogic achitecture: a computational framework for UAV applications
- Bi-i: a standalone cellular vision system. Part II: Topographic and non-topographic algorithms and related applications
Authors: Rekeczky, CS; Zarándy, ÁDate: 2004.Published by: Cellular Neural Networks and their Applications. Proceedings of the 8th IEEE international workshop Budapest (CNNA 2004) (Page: 10-15)
- Receptive field atlas and related CNN models
Authors: Gál, V; Hámori, J; Roska, T; Bálya, D; Borostyánkői, ZS; Brendel, M; Lotz, K; Négyessy, L; Orzó, L; Petrás, I; Rekeczky, CS; Takács, J; Venetiáner, P; Vidnyánszky, Z; Zarándy, ÁDate: 2004.Published by: INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS (Volume no.: 14, Issue no.: 2, Page: 551-584)
- Analog VLSI based Bayesian multi-scale optical flow estimation. (Research report of the Analogical and Neural Computing Laboratory DNS-7-2004)
Authors: Török, L; Zarándy, ÁDate: 2004.Published by: Analog VLSI based Bayesian multi-scale optical flow estimation. (Research report of the Analogical and Neural Computing Laboratory DNS-7-2004) (Page: 21)
- Bayesian incorporation of multiple scales in optical flow estimation
Authors: Török, L; Zarándy, Á; Roska, TDate: 2004.Published by: Cellular Neural Networks and their Applications. Proceedings of the 8th IEEE international workshop Budapest (CNNA 2004) (Page: 309-314)
- High dynamic range perception with spatially variant exposure
Authors: Wagner, R; Zarándy, Á; Roska, TDate: 2004.Published by: Cellular Neural Networks and their Applications. Proceedings of the 8th IEEE international workshop Budapest (CNNA 2004) (Page: 303-308)
- Adaptive perception with locally-adaptable sensor array
Authors: Wagner, R; Zarándy, Á; Roska, TDate: 2004.Published by: Circuits and Systems. Proceedings of the International Symposium ISCAS '04. Vol. 1. (Page: 159-164)
- Adaptive perception with locally adaptable sensor array
Authors: Wagner, R; Zarándy, Á; Roska, TDate: 2004.Published by: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS (Volume no.: 51, Issue no.: 5, Page: 1014-1023)
- Bi-i: a standalone cellular vision system. Part I. Architecture and ultra high frame rate processing examples
Authors: Zarándy, Á; Rekeczky, CSDate: 2004.Published by: Cellular Neural Networks and their Applications. Proceedings of the 8th IEEE international workshop Budapest (CNNA 2004) (Page: 4-9)
2000.- Dennis Gabor as the initiator of optical computing: Importance and prospects of optical computing and an optical implementation of the CNN-UM computer.
Authors: Tőkés, S; Orzó, L; Rekeczky, C; Zarándy, Á; Roska, TDate: 2000.Published by: Dennis Gabor. On centenary of his birth. Dennis Gabor memorial conference and symposium on holography and high resolution measurement techniques including information processing and precision measurement techniques. Budapest, 2000. (Page: 15)
- An optical CNN implementation with stored programmability.
Authors: Tőkés, S; Orzó, L; Rekeczky, C; Roska, T; Zarándy, ÁDate: 2000.Published by: The 2000 IEEE international symposium on circuits and systems. Emerging technologies for the 21st century. ISCAS 2000. Geneva, 2000. Vol. 2. (Page: 136-139)
- An analogic CNN engine board with the 64x64 analog I/O CNN-UM chip.
Authors: Szatmári, I; Zarándy, Á; Földesy, P; Kék, LDate: 2000.Published by: The 2000 IEEE international symposium on circuits and systems. Emerging technologies for the 21st century. ISCAS 2000. Geneva, 2000. Vol. 2. (Page: 124-127)
- Analogikai celluláris számítógépek. Egy új számítógépelv.
Authors: Roska, T; Bálya, D; Csapodi, M; Zarándy, ÁDate: 2000.Published by: TERMÉSZET VILÁGA (Volume no.: 131, Issue no.: 2, Page: 71-74)
- Futási eredmények az analogikai CNN-UM vizuális mikroprocesszorokon.
Authors: Zarándy, Á; Csapody, M; Rekeczky, CDate: 2000.Published by: Képfeldolgozók és alakfelismerok 2. konferenciája. (Second conference of the Hungarian Image Processing and Pattern Recognition Society.) Noszvaj, 2000. (Page: 51-56)
- 20 msec focal plane image processing.
Authors: Zarándy, Á; Csapodi, M; Roska, TDate: 2000.Published by: Proceedings of the 6th IEEE international workshop on cellular neural networks and their applications. (CNNA 2000). Catania, 2000. (Page: 267-271)
- A mammogram diagnostic workstation.
Authors: Liszka, G; Zarándy, Á; Roska, T; Petrányi, Á; Hegyesi, J; Csapodi, M; Kék, LDate: 2000.Published by: Towards the visual microprocessor. VLSI design and the use of cellular neural network universal machines. (Page: 319-330)
- CNN universal chips for solving problems in object-oriented dynamic image coding.
Authors: Kozek, T; Zarándy, Á; Kunt, M; Roska, T; Chua, LODate: 2000.Published by: Towards the visual microprocessor. VLSI design and the use of cellular neural network universal machines. (Page: 360-372)
- CNN technology in action.
Authors: Zarándy, Á; Espejo, S; Földesy, P; Kék, L; Linán, G; Rekeczky, C; Rodriguez-Vázquez, A; Roska, T; Szatmári, I; Szirányi, T; Szolgay, PDate: 2000.Published by: Proceedings of the 6th IEEE international workshop on cellular neural networks and their applications. (CNNA 2000). Catania, 2000. (Page: 79-81)
- A development system for prototyping and interfacing CNN chips and for analogic algorithm design.
Authors: Zarándy, Á; Roska, T; Szolgay, P; Földesy, P; Zöld, SDate: 2000.Published by: Towards the visual microprocessor. VLSI design and the use of cellular neural network universal machines. (Page: 30-38)
1999.- A new type of analogic CNN agorithmfor printed circuit board layout error detection.
Authors: Hídvégi, T; Szolgay, P; Zarándy, ÁDate: 1999.Published by: INES '99. 1999 IEEE international conference on intelligent engineering systems. Proceedings. Poprad, 1999. (Page: 501-506)
- Fault-tolerant design of analogic CNN templates and algorithms - Part I: The binary output case.
- Noise estimation and measures for detection of clustered microalcifications.
Authors: Csapodi, M; Petrányi, Á; Liszka, GY; Zarándy, Á; Roska, TDate: 1999.Published by: Information processing in medical imaging. 16th international conference. IPMI'99. Visegrád, 1999. (Page: 412-417)
- Local contrast measures for detection of microalcifications. (Research report of the Analogical and Neural Computing Laborarory, DNS-3-1999)
Authors: Csapodi, M; Petrányi, Á; Liszka, GY; Zarándy, Á; Kék, L; Roska, TDate: 1999.Published by: Local contrast measures for detection of microalcifications. (Research report of the Analogical and Neural Computing Laborarory, DNS-3-1999) (Page: 26)
- An emulated digital CNN Implementation.
Authors: Keresztes, P; Zarándy, Á; Roska, T; Szolgay, P; Bezák, T; Hídvégi, T; Jónás, P; Katona, ADate: 1999.Published by: JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY (Volume no.: 23, Issue no.: 2-3, Page: 291-303)
- The computational infrastructure of analogic CNN computing - Part I: The CNN-UM chip prototyping system.
Authors: Roska, T; Zarándy, Á; Zöld, S; Földesy, P; Szolgay, PDate: 1999.Published by: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS (Volume no.: 46, Issue no.: 2, Page: 261-268)
- CNN chip prototyping and development systems.
- CNN-based models for color vision and visual illusions.
Authors: Zarándy, Á; Orzó, L; Grawes, E; Werblin, FDate: 1999.Published by: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS (Volume no.: 46, Issue no.: 2, Page: 229-238)
- The computational infrastructure for cellular visual microprocessors.
Authors: Szolgay, P; Zarándy, Á; Zöld, S; Roska, T; Földesy, P; Kék, L; Kozek, T; László, K; Petrás, I; Rekeczky, CS; Szatmári, I; Bálya, DDate: 1999.Published by: MicroNeuro '99. Proceedings of the seventh international conference on microelectronics for neural, fuzzy, and bio-inspired systems. Granada, 1999. (Page: 54-60)
- The CADETWin application software design system - a tutorial.
Authors: Szolgay, P; László, K; Kék, L; Kozek, T; Nemes, L; Petrás, I; Rekeczky, CS; Szatmári, I; Zarándy, Á; Zöld, S; Roska, TDate: 1999.Published by: Design automation day on cellular visual microprocessor. Stresa, 1999. (Page: 58-68)
- The art of CNN template design.
Authors: Zarándy, ÁDate: 1999.Published by: INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS (Volume no.: 27, Issue no.: 1, Page: 5-23)
1998.- Mammographiás szűrőállomásokhoz telepített analogikai munkahely adatkezelése.
Authors: Kék, L; Liszka, GY; Petrányi, Á; Zarándy, Á; Bölöni, LDate: 1998.Published by: MAGYAR ONKOLÓGIA (Volume no.: 42, Issue no.: 2, Page: 109-120)
- Fault tolerant design of analogic CNN templates and algorithms. Part I: The binary output case.(Research report of the Analogical and Neural Computing Laboratory, DNS-3-1998.)
Authors: Földesy, P; Kék, L; Zarándy, Á; Roska, T; Bártfai, GDate: 1998.Published by: Fault tolerant design of analogic CNN templates and algorithms. Part I: The binary output case.(Research report of the Analogical and Neural Computing Laboratory, DNS-3-1998.) (Page: 18)
- Fault tolerant CNN template design and optimatization based on chip measurements.
Authors: Földesy, P; Kék, L; Roska, T; Zarándy, Á; Bártfai, GDate: 1998.Published by: 1998 fifth IEEE international workshop on cellular neural networks and their applications. CNNA 98. Proceedings. London, 1998 (Page: 404-409)
- Implementation of large-neighbourhood non-linear templates on the CNN universal machine.
Authors: Kék, L; Zarándy, ÁDate: 1998.Published by: INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS (Volume no.: 26, Page: 551-566)
- Analogic Macro Code (AMC). Extended assembly language for CNN computers. Version 1.1.(Research report of the Analogical and Neural Computing Laboratory, DNS-10-1998.)
Authors: Kozek, T; Zarándy, Á; Zöld, S; Roska, T; Szolgay, PDate: 1998.Published by: Analogic Macro Code (AMC). Extended assembly language for CNN computers. Version 1.1.(Research report of the Analogical and Neural Computing Laboratory, DNS-10-1998.) (Page: 17)
- CASTLE: an emulated digital architecture; design issues, new results.
Authors: Zarándy, Á; Keresztes, P; Roska, T; Szolgay, PDate: 1998.Published by: 5th IEEE international conference on electronics, circuits and systems. ICECS '98. Surfing the waves of science and technology. Proceedings. Lisboa, 1998. Vol. 1. (Page: 199-202)
- An emulated digital architecture implementing the CNN universal machine.
Authors: Zarándy, Á; Keresztes, P; Roska, T; Szolgay, PDate: 1998.Published by: 1998 fifth IEEE international workshop on cellular neural networks and their applications. CNNA 98. Proceedings. London, 1998. (Page: 249-252)
- Implementation of Binary and gray-scale mathematical morphology on the CNN universal machine.
Authors: Zarándy, Á; Stoffels, A; Roska, T; Chua, LODate: 1998.Published by: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS (Volume no.: 45, Issue no.: 2, Page: 163-168)
1997.- New results and measurements related to some tasks in object-oriented dynamic image coding using CNN universal chips.
Authors: Kozek, T; Wu, CW; Zarándy, Á; Chen, H; Roska, T; Kunt, M; Chua, LODate: 1997.Published by: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (Volume no.: 7, Issue no.: 4, Page: 606-614)
- Implementation of large-neighborhood nonlinear templates on the CNN universal machine.
Authors: Kék, L; Zarándy, ÁDate: 1997.Published by: ECCTD '97. Proceedings of the 1997 European conference on circuit theory and design. Budapest, 1997. Vol. 2. (Page: 661-666)
- 0.8-?m CMOS two-dimensional programmable mixed-signal focal-plane array processor with on-chip binary imaging and instructions storage.
Authors: Domínguez-Castro, R; Espejo, S; Rodríguez-Vázquez, A; Carmona, RA; Földesy, P; Zarándy, Á; Szolgay, P; Szirányi, T; Roska, TDate: 1997.Published by: IEEE JOURNAL OF SOLID-STATE CIRCUITS (Volume no.: 32, Issue no.: 7, Page: 1013-1026)
- CNN univerzális számítógépek alkalmazása: térbeli logika, színek és illúziók.
Authors: Zarándy, ÁDate: 1997.Published by: (Page: 98)
- Ultra fast image processing via CNN technology.
Authors: Roska, T; Szolgay, P; Zarándy, ÁDate: 1997.Published by: Integrated circuits and devices. Proceedings of the Hungarian-Korean seminar. Budapest, 1997. (Page: 37-42)
- The art of CNN template design.(Research report of the Analogical and Neural Computing Laboratory, DNS-8-1997.)
Authors: Zarándy, ÁDate: 1997.Published by: The art of CNN template design.(Research report of the Analogical and Neural Computing Laboratory, DNS-8-1997.) (Page: 20)
- Mammogram and echocardiogram analysis by using cellular neural network technology.
- Celluláris és neurális áramkörök alkalmazása mammogramok kiértékelésében.
Authors: Zarándy, Á; Liszka, GY; Roska, T; Csapody, M; Petrányi, Á; Kék, L; Hegyesi, JDate: 1997.Published by: Magyar képfeldolgozók és alakfelismerők országos konferenciája. KEPAF conference on image analysis and pattern recognition. Keszthely, 1997. (Page: 10-17)
- Analogic mammogram diagnostic workstation boosted up with cellular neural networks. Version 1.1. (Research report of the Analogical and Neural Computing Laboratory, DNS-3-1997.)
Authors: Zarándy, Á; Csapodi, M; Liszka, GY; Roska, T; Petrányi, Á; Kék, L; Udvarhelyi, N; Hegyesi, JDate: 1997.Published by: Analogic mammogram diagnostic workstation boosted up with cellular neural networks. Version 1.1. (Research report of the Analogical and Neural Computing Laboratory, DNS-3-1997.) (Page: 15)
- Functional measurements of the first analog input/output CNN universal chip. (Research report of the Analogical and Neural Computing Laboratory, DNS-4-1997.)
Authors: Zarándy, Á; Cruz, M; Szolgay, P; Földesy, P; Chua, LO; Roska, TDate: 1997.Published by: Functional measurements of the first analog input/output CNN universal chip. (Research report of the Analogical and Neural Computing Laboratory, DNS-4-1997.) (Page: 15)
- CNN template design strategies and fault tolerant CNN template design - a survey.
Authors: Zarándy, Á; Roska, TDate: 1997.Published by: ECCTD '97. Design automation day on cellular computing architectures for multimedia and intelligent image sensors. Budapest, 1997. (Page: 178-197)
1996.- Implementation of large-neighborhood nonlinear templates on the CNN universal machine. ( Research report of the Analogical and Neural Computing Laboratory, DNS-7-1996.)
Authors: Kék, L; Zarándy, ÁDate: 1996.Published by: Implementation of large-neighborhood nonlinear templates on the CNN universal machine. ( Research report of the Analogical and Neural Computing Laboratory, DNS-7-1996.) (Page: 14)
- Real-life application case studies using CMOS 0.8 mm CNN universal chip: analogic algorithm for motion detection and texture segmentation.
Authors: Földesy, P; Zarándy, Á; Szolgay, P; Szirányi, TDate: 1996.Published by: 1996 fourth IEEE international workshop on Cellular Neural Networks and their applications proceedings. CNNA-96. Seville, 1996. (Page: 363-368)
- CNN universal chips crank up the computing power
Authors: Chua, LO; Roska, T; Kozek, T; Zarándy, ÁDate: 1996.Published by: IEEE CIRCUITS AND DEVICES (Volume no.: 12, Issue no.: 4, Page: 18-28)
- New results and measurements related to dynamic image coding using CNN universal chips. (Memorandum of the Electronics Research Laboratory, UCB/ERL M96/58)
Authors: Kozek, T; Wu, CW; Zarándy, Á; Chen, H; Roska, T; Kunt, M; Chua, LODate: 1996.Published by: New results and measurements related to dynamic image coding using CNN universal chips. (Memorandum of the Electronics Research Laboratory, UCB/ERL M96/58) (Page: 21)
- CNN model for identifying colors under different illumination condition via Land's experiments.
Authors: Zarándy, Á; Grawes, E; Roska, T; Werblin, F; Chua, LODate: 1996.Published by: 1996 fourth IEEE international workshop on Cellular Neural Networks and their applications proceedings. CNNA-96. Seville, 1996. (Page: 163-168)
- Morphological operators on the CNN universal machine.
Authors: Zarándy, Á; Stoffels, A; Roska, T; Chua, LODate: 1996.Published by: 1996 fourth IEEE international workshop on Cellular Neural Networks and their applications proceedings. CNNA-96. Seville, 1996. (Page: 151-156)
- Implementation of binary and gray-scale mathematical morphology on the CNN universal machine. ( Memorandum of the Electronics Research Laboratory, UCB/ERL M96/19)
Authors: Zarándy, Á; Stoffels, A; Roska, T; Chua, LODate: 1996.Published by: Implementation of binary and gray-scale mathematical morphology on the CNN universal machine. ( Memorandum of the Electronics Research Laboratory, UCB/ERL M96/19) (Page: 15)
- Spatial logic algorithm using basic morphological analogic CNN operators.
Authors: Zarándy, Á; Werblin, F; Roska, T; Chua, LODate: 1996.Published by: INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS (Volume no.: 24, Issue no.: 3, Page: 283-300)
1995.- Analogic CNN models of some qualitative pattern recognition tasks in the inferotemporal cortex. (Research report of the Neuromorphic Information Technology, Graduate Center. NIT-1-1995.)
Authors: Lotz, K; Hámori, J; Roska, T; Zarándy, ÁDate: 1995.Published by: Analogic CNN models of some qualitative pattern recognition tasks in the inferotemporal cortex. (Research report of the Neuromorphic Information Technology, Graduate Center. NIT-1-1995.) (Page: 13)
- Mammogram analysis using CNN algorithms
Authors: Liszkai, GY; Roska, T; Zarándy, Á; hegyesi, J; Kék, L; Rekeczky, CSDate: 1995.Published by: Image processing. Medical imaging 1995. Proceedings. San Diego, 1995. (SPIE proceedings series 2434.) (Page: 461-469)
- Cellular neural networks. Part 2. Application examples - a tutorial
Authors: Fajfar, I; Roska, T; Lotz, K; Zarándy, ÁDate: 1995.Published by: ERK'95. Zbornik cetrte elektrotehniske in racunalniske konference. Portoroz, 1995. Vol. B (Page: 241-244)
- An analogic phenomenological CNN algorithm to model the mouth detection task of the inferotemporal cortex discovered by I. Fujita
Authors: Lotz, K; Zarándy, Á; Roska, T; Hámori, JDate: 1995.Published by: NOLTA'95. 1995 international symposium on nonlinear theory and applications. Proceedings. Las Vegas, 1995. Vol. 2. (Page: 717-722)
- Analogic CNN algorithms and applications - chip-development system and case studies
Authors: Roska, T; Chua, LO; Zarándy, ÁDate: 1995.Published by: Microsystems technology for multimedia applications (Page: 417-430)
- Intelligent image resolution enhancement by the CNN universal machine and its relevance to TV picture enhancement
Authors: Zarándy, Á; Roska, T; Werblin, F; Chua, LODate: 1995.Published by: NOLTA'95. 1995 international symposium on nonlinear theory and applications. Proceedings. Las Vegas, 1995. Vol. 2. (Page: 701-706)
- Translating neuromorphic CNN visual models to the analogic visual microprocessors
Authors: Roska, T; Chua, LO; Zarándy, ÁDate: 1995.Published by: ISCAS 1995. IEEE international symposium on circuits and systems. Seattle, 1995. Vol. 2. (Page: 1307-1309)
- Spatial logic algorithms using analogic CNN instructions and its use in bank-note recognition. (Research report of the Analogical and Neural Computing Laboratory DNS-5-1995.)
Authors: Zarándy, ÁDate: 1995.Published by: Spatial logic algorithms using analogic CNN instructions and its use in bank-note recognition. (Research report of the Analogical and Neural Computing Laboratory DNS-5-1995.) (Page: 19)
1994.- On a CNN chip-prototyping system
- Design of analogic CNN algorithms for mammogram analysis
Authors: Zarándy, Á; Roska, T; Liszka, GY; Hegyesi, J; Kék, L; Rekeczky, CSDate: 1994.Published by: Proceedings of the third IEEE international workshop on cellular neural networks and their applications. CNNA-94. Rome, 1994 (Page: 255-260)
- Novel types of analogic CNN algorithms for recognizing bank-notes. (Memorandum UCB/ERL M94/29.)
Authors: Zarándy, Á; Werblin, F; Roska, T; Chua, LODate: 1994.Published by: Novel types of analogic CNN algorithms for recognizing bank-notes. (Memorandum UCB/ERL M94/29.) (Page: 20)
- Novel types of analogic CNN algorithms for recognizing bank-notes
Authors: Zarándy, Á; Werblin, F; Roska, T; Chua, LODate: 1994.Published by: Proceedings of the third IEEE international workshop on cellular neural networks and their applications. CNNA-94. Rome, 1994 (Page: 273-278)
1993.- The CNN paradigm - a short tutorial
Authors: Chua, LO; Roska, T; Kozek, T; Zarándy, ÁDate: 1993.Published by: Cellular neural networks (Page: 1-14)
- Color image processing by CNN
Authors: Roska, T; Zarándy, Á; Chua, LODate: 1993.Published by: Circuit theory and design. Proceedings of the 11th European conference - ECCTD'93. Davos, Part 1. (Page: 57-62)
- Language, compiler, and operating system for the CNN supercomputer. Memorandum UCB/ERL M93/34
Authors: Roska, T; Chua, LO; Zarándy, ÁDate: 1993.Published by: Language, compiler, and operating system for the CNN supercomputer. Memorandum UCB/ERL M93/34 (Page: 20)
- The use of CNN models in the subcortical visual pathway
Authors: Roska, T; Hámori, J; Lábos, E; Lotz, K; Orzó, L; Takács, J; Venetianer, PL; Vidnyánszky, Z; Zarándy, ÁDate: 1993.Published by: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS (Volume no.: 40, Issue no.: 3, Page: 182-195)
1992.- CNNHAC cellular neural network simulator using hardware accelerator board. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-11-1992.)
Authors: Radványi, A; Zarándy, ÁDate: 1992.Published by: CNNHAC cellular neural network simulator using hardware accelerator board. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-11-1992.) (Page: 17)
- Some novel capabilities of CNN. Game of life and examples of multipath algorithms. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-3-1992.)
Authors: Chua, LO; Roska, T; Venetianer, P; Zarándy, ÁDate: 1992.Published by: Some novel capabilities of CNN. Game of life and examples of multipath algorithms. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-3-1992.) (Page: 31)
- Some novel capabilities of CNN: Game of life and examples of multipath algorithms
Authors: Chua, LO; Roska, T; Venetianer, P; Zarándy, ÁDate: 1992.Published by: Cellular neural networks and their applications (CNNA '92) Proceedings of IEEE 2nd international workshop, Munich, 1992 (Page: 276-281)
- CNNM multi-layer cellular neural network simulator.Version 2.4. 1992. User's guide. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-12-1992.)
Authors: Radványi, A; Venetianer, P; Zarándy, ÁDate: 1992.Published by: CNNM multi-layer cellular neural network simulator.Version 2.4. 1992. User's guide. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-12-1992.) (Page: 25)
- A digital multiprocessor hardware accelerator board for cellular neural networks: CNN-HAC
Authors: Roska, T; Bártfay, G; Szolgay, P; Szirányi, T; Radványi, A; Kozek, T; Ugray, ZS; Zarándy, ÁDate: 1992.Published by: INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS (Volume no.: 20, Issue no.: 5, Page: 589-599)
- The use of CNN models in the subcortical visual pathway. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-16-1992)
Authors: Roska, T; Hámori, J; Lábos, E; Lotz, K; Orzó, L; Takács, J; Venetianer, P; Vidnyánszky, Z; Zarándy, ÁDate: 1992.Published by: The use of CNN models in the subcortical visual pathway. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-16-1992) (Page: 37)
- DUALCOMP dual CNN compiler to CNN-HAC1 board. Version 2.0. 1992. User's guide
Authors: Roska, T; Radványi, A; Zarándy, ÁDate: 1992.Published by: DUALCOMP dual CNN compiler to CNN-HAC1 board. Version 2.0. 1992. User's guide (Page: 29)
- The use of CNN models in the visual parthway. Part II: The amacrine cell in the modified retina model, simple LGN effects and motion related illusions. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-9-1992.)
Authors: Roska, T; Hámori, J; Lábos, E; Lotz, K; Orzó, L; Takács, J; Venetianer, P; Vidnyánszky, Z; Zarándy, ÁDate: 1992.Published by: The use of CNN models in the visual parthway. Part II: The amacrine cell in the modified retina model, simple LGN effects and motion related illusions. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-9-1992.) (Page: 51)
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