Sensing-understanding topographic computers - bioinspired architectures and electronic amplementations  Page description

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Details of project

  
Identifier
40858
Type NI
Principal investigator Roska, Tamás
Title in Hungarian Érzékelő-értelmező topografikus számítógépek - természet motiválta architektúrák és elektronikai implementációk (multidiszciplináris tudományos iskola)
Title in English Sensing-understanding topographic computers - bioinspired architectures and electronic amplementations
Panel Natural Sciences large proposals
Department or equivalent Faculty of Information Technology and Bionics (Pázmány Péter Catholic University)
Participants Bitó, János
Csurgay, Árpád István
Csurgayné dr. Gereben, Ildikó
Hámori, József
Kovács, Ferenc
Levendovszky, János
Nyékyné dr. Gaizler, Judit
Prószéky, Gábor
Rekeczky, Csaba
Takács, György
Vidnyánszky, Zoltán
Starting date 2002-01-01
Closing date 2005-12-31
Funding (in million HUF) 100.100
FTE (full time equivalent) 0.00
state closed project





 

Final report

  
Results in Hungarian
A tervezett multidiszciplínáris kutatómunka a jelzett időszakban sok új elemmel bővült és az eredeti célkitűzéseken túl ma átfogja a következő tematikai elemeket: • a celluláris érzékelő hullám-számitógép architektúrák széles körét • a nanotechnológia, a mikroelektronika (beleértve a MEMS) és az optoelektronika területeit, • a nano-bio technológia és molekuláris biológia kapcsolódó elemeit, • a neurobiológiai (''konstrukciók'') funkcionális elemzését, • a multimodális érzékelésen és ennek elemzésén keresztül a szemantikus beágyazást és • a humán nyelvtechnológia új irányzatait. Az eredmények közül kiemeljük a celluláris vizuális mikroprocesszorral végzett munkákra vonatkozóakat a sokcsatornás emlős retina modellezés, az echokardiogáfiás diagnózis, immune válasz inspirálta sok célpontos azonositás, optikai folyam számitás, a többcélpontos elemzés és követés, valamint a multimodális fűzió és a téridőbeli kaotikus attraktorok azonositása területén. A nanoantennák terbezése, valamint a siketek mobiltelefonja és a humán nyelvtechnológia , továbbú a tapintás érzékelés terén is jelentős eredmények születtek.
Results in English
The main fields of the doctoral school are as follows: - cellular wave-computer architectures - nanotechnology, microelectronics (including MEMS) and optoelectronics - nano-bio technology and related fields of molecular biology - neuromorphic functional modelling of some parts of the sensory organs and systems - multimodal sensing and fusion including the semantic embedding - key aspects and algorithms of human language technology The following results are some highlights among the main results, namely, the neuromorphic multichannel modeling of the mammalian retina, diagnostic tools for echocardiography, immune response inspired many-target identification, optical flow calculation, multitarget identification and tracking, multimodal fusion, spatial-temporal chaotic attractor identification. Important results were published in the fields on nano-antenna design, algorithms for mobile phone use for deaf people, and some key algorithms of human language technology.
Full text http://real.mtak.hu/597/
Decision
Yes





 

List of publications

  
V.Gál, J. Hámori, T.Roska, et. al.: Receptive field Atlas and related CNN models, Int. J. Bifurcation and Chaos, 2004
D.Bálya, I.Petrás, T.Roska,R.Carmona, A. Rodriguez-Vázquez: Implementing the multilayer retinal model on the complex cell CNN-UM prototype, Int.J . Bifurcation and Chaos, 2004
R. Wagner, Á. Zarándy and T. Roska ,: �Adaptive Perception with Locally-Adaptable Sensor Array�, IEEE Transaction on Circuits and Systems I., 2004
D. Bálya, I. Petrás, T. Roska, R. Carmona, A. Rodríguez-Vázquez: Implementing the Multi-Layer Retinal Model on the Complex-Cell Stored CNN-UM Chip Prototype, International Journal of Bifurcation and Chaos, 2004
Gy. Cserey, A. Falus, W. Porod and T. Roska: Feature extraction CNN algorithms for artificial immune systems, Proceedings IEEE International Joint Conference on Neural Networks, 2004
R. Wagner, Á. Zarándy, and T. Roska: Adaptive Perception with Locally Adaptable Sensor Array, Proceedings IEEE International Joint Conference on Neural Networks, 2004
D. Bálya, G. Tímár, I. Szatmári, and Cs. Rekeczky: Efficient off-line feature selection strategies for on-line classifier systems, Proceedings IEEE International Joint Conference on Neural Networks, 2004
Cs. Rekeczky, G. Tímár, D. Bálya, I. Szatmári, and Á. Zarándy: Topographic and non-topographic Neural Network based computational platform for UAV applications, Proceedings IEEE International Joint Conference on Neural Networks, 2004
L. Török, T. Roska: Stability of Multi-Layer Cellular Neural/Non-linear Networks, Int. J. Bifurcation and Chaos, 2004
Gy. Cserey, A. Falus, W. Porod and T. Roska: An Artificial Immune System for Visual Applications with CNN-UM, Proc. ISCAS, 2004
Z. Szlávik and T. Szirányi,: Face analysis using CNN-UM, Proceedings IEEE International Workshop on Cellular Neural Networks and their Applications, 2004
J. McRaven, M. Scheutz, Gy. Cserey, V. Andronache and W. Porod: Fast Detection and Tracking of Faces in Uncontrolled Environments for Autonomous Robots Using the CNN-UM, Proceedings IEEE International Workshop on Cellular Neural Networks and their Applications, 2004
A. Kis, F. Kovács and P. Szolgay: Analogic CNN Algorithms for Textile Quality Control Based on Optical and Tactile Sensory Inputs, Proceedings IEEE International Workshop on Cellular Neural Networks and their Applications, 2004
Cs. Rekeczky, V. Binzberger, D. Hillier, Zs. Czeilinger, G. Soós, Gy. Cserey, L, Kék and D. L. Vilarino: A Diagnostic Echocardiography System Boosted by CNN Technology, Proceedings IEEE International Workshop on Cellular Neural Networks and their Applications, 2004
D. Hillier, V. Binzberger, D. L. Vilarino and Cs. Rekeczky: Topographic Cellular Active Contour Techniques: Comparison of Different Approaches, Proceedings IEEE International Workshop on Cellular Neural Networks and their Applications, 2004
L. Havasi and Z. Szlávik: Symmetry feature extraction and "understanding, Proceedings IEEE International Workshop on Cellular Neural Networks and their Applications, 2004
R. Wagner, Á. Zarándy and T. Roska: High Dynamic Range Perception with Spatially Variant Exposure, Proceedings IEEE International Workshop on Cellular Neural Networks and their Applications, 2004
A. Lázár, R. Wagner, D. Bálya and T. Roska: Functional studies using the multichannel retinal simulator, Proceedings IEEE International Workshop on Cellular Neural Networks and their Applications, 2004
K. Karacs and T. Roska: Holistic Feature Extraction from Handwritten Words on Wave Computers, Proceedings IEEE International Workshop on Cellular Neural Networks and their Applications, 2004
I. Petrás and T. Roska: CNN as Curve Shortening Flow Computer, Proceedings IEEE International Workshop on Cellular Neural Networks and their Applications, 2004
D. Bálya, I. Petrás and Cs. Rekeczky: Pattern formation in the prototype complex-cell CNN-UM chip (CACE1K), International Symposium on Circuits and Systems ISCAS, 2004
G. Tímár and D. Bálya: Regular small-world Cellular Neural Networks: Key properties and experiments, International Symposium on Circuits and Systems ISCAS, 2004
M. Scheutz, J. McRaven, Gy. Cserey: Fast, Reliable, Adaptive, Bimodal People Tracking for Indoor Environments, Proc. Int. Conf. on Intelligent Robots and Systems (IROS 2004), 2004
Gy. Cserey, W. Porod and T. Roska: An Artificial Immune System based Visual Analysis Model and its Real-Time Terrain Surveillance Application, Proc. International Conference on Artificial Immune Systems (ICARIS 2004), 2004
Cs. Rekeczky, G. Tímár, Á. Zarándy, and F. S. Werblin: Cellular Multi-adaptive Analogic Computing: Algorithms for UAV Applications, Proceedings of AIAA’04, 2004
Z. Szlávik, L. Havasi, T. Szirányi: Image matching based on co-motion statistics, Proc. of 2nd Int. Sympozium on 3DPTV, 2004
Cs. Benedek, Z L. Havasi,. Szlávik, T. Szirányi: Extracting structural fragments of overlapping pedestrians, Proc. of the 4th IASTED Int. Conference VIIP’04, 2004
Z. Szlávik, L. Havasi, T. Szirányi: Estimation of common groundplane based on co-motion statistics, Proc. International Conference on Image Analysis and Recognition ICIAR, 2004
Sz. Tőkés, L. Orzó, A. Ayoub and T. Roska: Flexibly Programmable Opto-Electronic Analogic CNN Computer (POAC) Implementation Applying an Efficient, Unconventional Optical Correlator Architecture, Journal of Circuits, Systems and Computers, 2003
Gy. Cserey, Cs. Rekeczky, P. Földesy: PDE-based Histogram Modification with Embedded Morphological Processing of the Level-Sets, IEEE Journal of Circuits, Systems and Computers, 2003
Gy. Cserey, A. Falus and T. Roska: Immune Response Inspired CNN Algorithms for Many-Target Detection, Proceedings of ECCTD'03 conference, 2003
K. Karacs, G. Prószéky and T. Roska: Intimate Integration of Shape Codes and Linguistic Framework in Handwriting Recognition via Wave Computers, Proceedings of ECCTD'03 conference, 2003
Czeilinger Zs., Cserey Gy., Környei L., Rekeczky Cs.,: Objektumdetekción alapuló 3D echokardiográfia alkalmazása a gyermekkardiológiában, Informatika és Menedzsment az Egészségügyben, 2003
G. Tímár, Cs. Rekeczky, L. Orzó, Sz. Tőkés: Sensing-Computing-Actuation in a Multi-Target Tracking Framework, Proceedings of ECCTD'03 conference, 2003
A. Kis, N. Bottka, F. Kovács, and P. Szolgay: Elementary CNN Algorithms and an Experimental System for Typical Tactile Actions, Proceedings of ECCTD'03 conference, 2003
Sz. Tőkés, L. Orzó and A. Ayoub: Two-wavelength POAC (Programmable Opto-electronic Analogic Computer) using Bacteriorhodopsine as dynamic holographic material, Proceedings of ECCTD'03 conference, 2003
A. Ayoub, Sz. Tőkés, and L. Orzó: A Study of Correlation Process of a Modified JTC for Optical CNN, Proceedings of ECCTD'03 conference, 2003
D. Bálya, G. Tímár, I. Szatmári, and Cs. Rekeczky: Classification of Spatio-Temporal Features: the Nearest Neighbor Family, Proceedings of ECCTD'03 conference, 2003
A. Ayoub, Sz. Tőkés, and L. Orzó: Simulation of Optical CNN Template Library Based on t2-JTC, Proceedings of ECCTD'03 conference, 2003
A. Ayoub and Sz. Tőkés,: The First Version of the Optical Programmable Array/Analogic Computer (POAC) Template Library, The 46th IEEE International Midwest Symposium on Circuits and System, 2003
Cs. Rekeczky, I. Szatmári, G. Tímár, D. Bálya: Adaptive Multi-rate, Multi-grid and Multi-scale Algorithms Running on Analogic Architecture, Proceedings of ECCTD'03 conference, 2003
Cs. Rekeczky, D. Bálya, G. Tímár, and I. Szatmári: Bio-Inspired Flight Control and Visual Search with CNN Technology, IEEE International Symposium on Circuits and Systems ISCAS 2003, 2003
G. Tímár, D. Bálya, I. Szatmári, and Cs. Rekeczky: Feature Guided Visual Attention With Topographic Array Processing and Neural Network-Based Classification, International Joint Conference on Neural Networks IJCNN 2003, 2003
G. Tímár, K. Karacs, and Cs. Rekeczky: Analogic Preprocessing and Segmentation Algorithms for Off-line Handwriting Recognition, IEEE Journal of Circuits, Systems and Computers, 2003
I. Szatmári, D. Bálya, G. Tímár, Cs. Rekeczky, and T. Roska: Multi-Channel Spatio-Temporal Topographic Processing for Visual Search and Navigation, SPIE Microtechnologies for the New Millennium 2003, 2003
Z. Fodróczi, A. Radványi, Gy. Takács: Acoustic Source Localization Using Microphone Arrays Via CNN Algorithms, Proceedings of ECCTD'03 conference, 2003
Z. Szlávik, D. Bálya, T. Roska: Properties of the adaptive integration formula to compute the CNN dynamic equations, Proceedings of ECCTD'03 conference, 2003
L. Török, T. Roska: Stability of Multi-layer Cellular Neural/Non-linear Networks including a 2-layer complex cell CNN-UM, Proceedings of ECCTD'03 conference, 2003
Z. Szlávik, T. Szirányi: Face Identification with CNN-UM, Proceedings of ECCTD'03 conference, 2003
G. Timar and Cs. Rekeczky: A real-time multitarget tracking system with robust multichannel CNN-UM algorithms, IEEE Transactions on Circuits and Systems I, 2005
Gy. Cserey, A. Falus, and T. Roska: Immune response inspired spatialtemporal target detection algorithms with CNN-UM, International Journal of Circuit Theory and Applications, 2005
J. Stolte and Gy. Cserey: Artificial immune systems based sound event detection with CNN-UM, Proceedings of European Conference on Circuit Theory and Design, 2005
G. Hodász and G. Pohl: MetaMorpho TM: a linguistically enriched translation memory, International Workshop, Modern Approaches in Translation Technologies, 2005
G. Hodász: Fordítómemóriák és minta alapú fordítórendszerek kiértékelésének módszerei, III. Magyar Számítógépes Nyelvészeti Konferencia, 2005
I. Kóbor; E. Sipos, T. Farkas, Zs. Kis, J. Toldi, and L. Négyessy: Mapping Cross-Modal network with the aid of double retrograde fluorescent tracing in rats, Clin Neurosci, 2005
E. Sipos, I. Kóbor; T. Farkas, Zs. Kis, J. Toldi, and L. Négyessy: Mapping thalamic territories projecting to visual and somatosensory cortex in sighted and enucleated rats, Clin Neurosci, 2005
A. Kis, F. Kovács and P. Szolgay: 3D Tactile Sensor Array Processed by CNN-UM: A Fast Method for Detecting and Identifying Slippage and Twisting Motion, International Journal on Circuit Theory and Application, 2005
D. Hillier, Zs. Czeilinger, A. Vobornik, Zs. Szálka, G. Soós, L. Kék, V. Binzberger, D. L. Vilarino, Cs. Rekeczky: Development of a Real-Time 2D and 3D Echocardiographic Diagnostic System, ERCIM News, 2005
A. Kis, F. Kovács and P. Szolgay: Hardware and Software Environment for a Tactile Sensor Array, Eurosensors XIX,, 2005
A. Lázár and A. Kocsor: An application of ranking methods: retrieving the importance order of decision factor, Proc. of IEEE International Workshop on Soft Computing Applications,, 2005
G. Pohl: Angol–magyar szótáralapú főnévicsoport-szinkronizáció és fordításalapú főnévicsoport-meghatározás, III. Magyar Számítógépes Nyelvészeti Konferencia, 2005
B. Kis and G. Pohl: Az automatikus terminológiakivonatolás módszerei, III. Magyar Számítógépes Nyelvészeti Konferencia, 2005
M. Miháltz and G. Pohl: Javaslat szemantikailag annotált többnyelvű tanítókorpuszok automatikus előállítására jelentésegyértelműsítéshez párhuzamos korpuszbó, III. Magyar Számítógépes Nyelvészeti Konferencia, 2005
L. Havasi, Z. Szlávik, T. Szirányi: Eigenwalks:Walk Detection and Biometrics from Symmetry Patterns, IEEE ICIP, 2005
L. Havasi, Z. Szlávik, T. Szirányi: Use of Human Motion Biometrics for Multiple-View Registration, ACIVS, Antwerp, Lecture Notes on Computer Science, 2005
L. Havasi, Cs. Benedek, Z. Szlávik, T. Szirányi: Learning Human Motion Patterns from Symmetries, ICML, 2005
Cs. Benedek, L. Havasi, T. Szirányi, Z. Szlávik: Motion-Based Flexible Camera Registration, AVSS, 2005
É. Bankó, I. Harza, M. Zimmer, G. Kovács, Z. Vidnyánszky, A. Antal: Event-related brain potential correlates of adaptation to faces and body parts, Clin Neurosci, 2005
Z. Noszticzius, K. Kály-Kullai, K. Iván: Nemlineáris dinamika a kémiában, Természet Világa, 2005
K. Iván, P. L. Simon, M. Wittmann, and Z. Noszticzius: Electrolyte Diodes with Weak Acids and Bases I. Theory and an approximate analytical solution, Journal of Chemical Physics, 2005
K. Iván, M. Wittmann, P. L. Simon, Z. Noszticzius and D. Snita: Electrolyte Diodes with Weak Acids and Bases II. Numerical model calculations and experiments, Journal of Chemical Physics, 2005
I. Harza, M. Zimmer, É. Bankó, G. Kovács, Z. Vidnyánszky, A. Antal: ERP correlates of translation invariant facial adaptation, Clin Neurosci, 2005
G. Kovács, I. Harza, M. Zimmer, É. Bankó, A. Antal, Z. Vidnyánszky: Testing for translation invariance reveals two stages of facial adaptation, J Vis, 2005
I. Harza, M. Zimmer, É. Bankó, Z. Vidnyánszky, G. Kovács: Electrophysiological correlates of translation invariant facial adaptation, Perception 34, 2005
É. Bankó, G. Kovács, D. Melcher, Z. Vidnyánszky: Hemifield-contingent face aftereffects, Perception 34, 2005
Z. Noszticzius, K. Kály-Kullai, K. Iván: Nemlineáris dinamika a kémiában, Természet Világa, 2005
G. Matyi: Nanoantennas for Uncoupled, Double-Band, CMOS-Compatible, High-Speed Infrared Sensors,, Circuit Theory and Applications, 2005
Gy. Cserey, A. Falus, W. Porod and T. Roska: An Artificial Immune System for Visual Applications with CNN-UM, ISCAS, 2004
Flachner B, Varga A, Szabo J, Barna L, Hajdu I, Gyimesi G, Zavodszky P, Vas: Substrate-assisted movement of the catalytic Lys 215 during domain closure: site-directed mutagenesis studies of human 3-phosphoglycerate kinase, Biochemistry, 2005
L. Havasi, T. Szirányi,: Motion Tracking Through Grouped Feature Points, Acivs 2003, (Advanced Concepts for Intelligent Vision Systems, 2003
M. Ádám, É. Vázsonyi, I. Bársony, G. Vásárhelyi and Cs. Dücső: Three dimensional single crystalline force sensor by porous Si micromachining, Proceedings of IEEE Sensors, 2004
Kis A., Vásárhelyi G., Ádám M., Szolgay P: Taktilis érzékelés: szenzorok és algoritmusok, XI. MITT Kongresszus, 2005
G. Vásárhelyi, M. Ádám, É. Vázsonyi, I. Bársony, Cs. Dücső: Effects of the Elastic Covering on Tactile Sensor Arrays, Proceedings of the Eurosensors, 2005



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