Thursday, July 22, 09:00-10:30
Session P1: Plenary talk on Nanotechnology
09:00-09:40 Emerging Nanoelectronic Device and Circuit Technologies
Wolfgang Porod and Ádám Csurgay
University of Notre Dame, United States; Pazmany P. University, Budapest
09:40-10:20 Image Processing by RTD-based CNN
Pinaki Mazumder
University of Michigan, United States
Thursday, July 22, 10:40-12:20
Session I1:
Implementation 1: CNN computers, software simulators, FPGA emulation
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10:40-11:00 |
Bi-i: a Standalone Cellular Vision System, Part II. Topographic and Non-topographic Algorithms and Related Applications |
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Csaba Rekeczky and Ákos Zarándy |
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MTA-SZTAKI, Hungary |
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11:00-11:20 |
Bi-i: a Standalone Cellular Vision System, Part I. Architecture and Ultra High Frame Rate Processing Examples |
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Ákos Zarándy and Csaba Rekeczky |
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MTA SZTAKI, Hungary |
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11:20-11:40 |
E^3: Extended CNN Paradigm for Emergent Dynamical System Emulation |
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Riccardo Caponetto, Stefano Fazzino, Luigi Fortuna and Mattia Frasca |
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University of Catania, Italy |
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11:40-12:00 |
CELL: a New Interactive Tool for CNN Algorithms Implementation |
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Mario Salerno, Daniele Casali, Giovanni Costantini and Massimo Carota |
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University of Rome "Tor Vergata" - Department of, Italy |
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12:00-12:20 |
Low-cost CNN-UM GAPU implementation on FPGA |
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László Beke, Zoltán Nagy and Péter Szolgay |
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University of Veszprém, Hungary |
Session T1: Theory 1: Linear filters and chaotic circuits
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10:20-10:40 |
On the Sensitivity of CNN Linear Spatial Filters: Homogeneous Template Variations |
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Emilian David, Romeo Ghinea, Michael Ansorge and Liviu Goras |
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"Gh. Asachi" Technical University of Iasi, Romania; University of Neuchatel, Switzerland |
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10:40-11:00 |
On the Sensitivity of CNN Linear Spatial Filters: Non-Homogeneous Template Variations |
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Emilian David, Michael Ansorge, Liviu Goras and Victor Grigoras |
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"Gh. Asachi" Technical University of Iasi, Romania; University of Neuchatel, Switzerland |
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11:00-11:20 |
Generation of New Hyperchaotic Multi-scroll Attractors in three-cell CNN's |
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Donato Cafagna and Giuseppe Grassi |
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Universita degli Studi di Lecce, Italy |
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11:20-12:00 |
Dynamics of Cellular Neural Networks: Occurrence of the Chaotic Beats Phenomenon |
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Donato Cafagna and Giuseppe Grassi |
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Universita degli Studi di Lecce, Italy |
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12:00-12:20 |
Complex Behavior in a Ring of Chaotic Circuits Related with Intermittency |
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Yoko Uwate and Yoshifumi Nishio |
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Tokushima University, Japan |
Thursday, July 22, 13:40-15:00
Session I2: Implementation 2:
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13:40-14:00 |
Evolution of the Programmable Optical Array Computer (POAC) |
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Ahmed Ayoub, Szabolcs Tőkés, László Orzó and Tamás Roska |
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MTA SZTAKI, Hungary |
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14:00-14:20 |
Laptop POAC: a Compact Optical Implementation of CNN-UM |
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Szabolcs Tőkés, László Orzó, Ahmad Ayoub and Tamás Roska |
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Hungary; Egypt; Hungary |
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14:20-14:40 |
Current Controlled Resistive Fuse Implementation in a Mixed-Mode Array Processor Core |
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Jonne Poikonen and Ari Paasio |
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University of Turku, Finland |
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14:40-15:00 |
Pulse Mode CNN Image Processing System |
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Daisuke Maruyama and Hiroomi Hikawa |
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Oita University, Japan |
Session T2: Theory 2:
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13:40-14:00 |
On Solitary and Periodic Waves in One-dimensional FitzHugh-Nagumo CNN's |
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Valeri Mladenov and Hans Hegt |
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the Netherlands |
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14:00-14:20 |
On the Existence of Stable Equilibrium Points in Space Invariant Cellular Neural Networks |
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Marco Gilli, Mario Biey and Paolo Checco |
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Politecnico di Torino, Italy |
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14:20-15:00 |
A New Computational Model for CNN-UMs and its Computational Complexity |
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Dávid Bálya, Gergely Timár, György Cserey and Tamás Roska |
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Analogic Lab., CARI-HAS, Hungary; Analogic Lab., CARI-HAS / PPKE, Hungary |
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15:00-15:20 |
Toward Optimized Time-Multiplexed CNN Processing |
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László Kék |
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MTA SZTAKI, Hungary |
Thursday, July 22, 15:20-16:40
Session I3: Implementation 3:
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15:20-15:40 |
Analog Viterbi Decoder with Unilaternal Connections of the CNN |
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Son Hongrak, Kim Hyongsuk, Kim Hyunjung and Chua Leon |
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Chonbuk National University, Korea, Republic of; University of California, Berkeley, United States |
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15:40-16:00 |
Fast and Efficient Implementation of Trigger-Wave Propagation on VLSI Cellular Processor Arrays |
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Piotr Dudek |
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University of Manchester (UMIST), United Kingdom |
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16:00-16:20 |
Accuracy and Efficiency of Grey-level Image Filtering on VLSI Cellular Processor Arrays |
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Piotr Dudek |
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University of Manchester (UMIST), United Kingdom |
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16:20-16:40 |
VLSI Implementation of a Binary CNN: First Measurement Results |
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Jacek Flak, Mika Laiho, Ari Paasio and Kari Halonen |
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Helsinki University of Technology, Finland; University of Turku, Finland |
Session A1: Application 1:
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15:20-15:40 |
Sorthest Path Problem with Pixel Level Snakes: Application to Robot Path Planning |
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David Vilarino and Csaba Rekeczky |
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University of Santiago de Compostela, Spain; Hungarian Academy of Sciences, Hungary |
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15:40-16:00 |
Image Recognition on DTCNN with the Learned Structuring Elements of Hit-or-miss Operator |
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Kazuhiro Sumitomo and Akio Ushida |
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Takuma National College of Technology, Japan; Tokushima Bunri University, Japan |
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16:00-16:20 |
Nonlinear Lifting Wavelet Scheme using Discrete Time Cellular Neural Networks for Lossless Image Coding |
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Hisashi Aomori, Kohei Kawakami, Tsuyoshi Otake, Nobuaki Takahashi and Mamoru Tanaka |
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Sophia University, Japan; IBM Japan, Ltd., Japan |
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16:20-16:40 |
On the Design of a Class of Selective CNN Linear Filters |
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Radu Matei |
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Technical University of Iasi, Romania |
Thursday, July 22, 17:00-18:00
Session D1:
Panel discussion on Vision on CNN Technology
Friday, July 23, 09:00-09:50
Session P2: Plenary talk on Retina Modelling
09:00-09:50 Mammalian Retinal Vision: From Living Cells to Silicons
Botond Roska
Harvard University, United States
Friday, July 23, 10:20-12:00
Session T3: Theory 3
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10:20-10:40 |
Optimal Decomposition of Large-neighborhood CNN Templates |
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Mark ter Brugge, Jos Nijhuis and Lambert Spaanenburg |
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Dacolian b.v., Netherlands; University of Groningen, Netherlands; Lund University, Sweden |
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10:40-11:00 |
Global Stability Analysis of Cellular Neural Networks with Multiple Time Delays |
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Sabri Arik |
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Istanbul University, Turkey |
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11:00-11:20 |
Experimental Observation of Autowaves on the ACE16k CNN Chip |
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Mustak Erhan Yalcin, Johan A. K. Suykens and Joos Vandewalle |
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K.U.Leuven, ESAT/SCD, Belgium |
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11:20-11:40 |
A Study with Respect to the Optimization of Cellular Neural Network Algorithms |
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Stephan Joseph Schwarz |
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University of Hannover, Germany |
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| 11:40-12:00 | A Fast Analysis Method for both Coupled and Uncoupled Binary-Output Cloning Templates |
| Yohann Benedic, David Monnin and Jean Merckle | |
| MIPS Lab. Haute Alsace University, France; French-German Research Institute of Saint Louis, France |
Session A2: Application 2: Face and texture recognition
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10:20-10:40 |
Face analysis using CNN-UM |
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Zoltan Szlávik and Tamás Szirányi |
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Analogic and Neural Computing Laboratory, Hungary |
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10:40-11:00 |
Fast Detection and Tracking of Faces in Uncontrolled Environments for Autonomous Robots Using the CNN-UM |
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John McRaven, Matthias Scheutz, György Cserey, Virgil Andronache and Wolfgang Porod |
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University of Notre Dame, United States |
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11:00-11:20 |
Texture Decomposition with Cellular Neural Networks |
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Krzysztof Slot, Lukasz Kornatowski and Piotr Debiec |
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Institute of Electronics, TU of Lodz, Poland |
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11:20-11:40 |
Analogic CNN Algorithms for Textile Quality Control Based on Optical and Tactile Sensory Inputs |
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Attila Kis, Ferenc Kovács and Péter Szolgay |
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Pazmany Peter Catholic Univ., Hungary; MTA SZTAKI, Hungary |
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11:40-12:00 |
A Variational Method for Image Denoising, by using Cellular Neural Networks |
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Alexandru Gacsádi and Péter Szolgay |
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University of Oradea, Romania; Computer and Automation Institute, Hungary |
Friday, July 23, 13:40-15:00
Session T4: Theory 4: Learning
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13:40-14:00 |
Associative Cellular Neural Networks with Adaptive Architecture |
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Oleksiy Dekhtyarenko, Alexander Reznik and Aleksander Sitchov |
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Institute of Mathematical Machines and Systems, Ukraine |
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14:00-14:20 |
Data Mining for Nonlinear Prediction of Time Series by DT-CNN |
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Tatsuro Shimada, Yuta Watanabe, Kumiko Oshima, Nobuaki Takahashi, Tsuyoshi Otake and Mamoru Tanaka |
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Sophia University, Japan; IBM Japan, Ltd., Japan |
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14:20-14:40 |
Cellular Neural Networks as Associative Memories Storing Grey-Scale Images |
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Giovanni Costantini, Daniele Casali and Massimo Carota |
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University of Rome "Tor Vergata", Italy |
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14:40-15:00 |
Mapping propositional and multi-valued logic rule-based expert systems to the CNN-UM |
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Dávid Bálya |
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Analogic Lab., CARI-HAS, Hungary |
Session A3: Application 3
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13:40-14:00 |
A Diagnostic Echocardiography System Boosted by CNN Technology |
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Csaba Rekeczky, Binzberger Viktor, Hillier Daniel, Zsolt Czeilinger, Gergely Soós, György Cserey, László Kék and David Vilarino |
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MTA-SZTAKI, Hungary; Ppke, Hungary; GGy-Oki, Hungary; Decs-Usc, Spain |
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14:00-14:20 |
Topographic Cellular Active Contour Techniques: Comparison of Different Approaches |
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Daniel Hillier, Viktor Binzberger, David Vilarino and Csaba Rekeczky |
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NIT - Computer and Automation Research Institute, Hungary; Dept. of Electronics, Univ. of Santiago de Compo, Spain; Jedlik Laboratories, ITK, Pázmány University, Hungary |
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14:20-14:40 |
Symmetry feature extraction and "understanding" |
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László Havasi and Zoltán Szlávik |
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Department of Information Technology, PPCU, Hungary; Analogic and Neural Computing Systems Laboratory, Hungary |
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14:40-15:00 |
Motion Estimation Matching Criterion Computation with Analog Circuit |
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Lauri Koskinen, Mika Laiho, Ari Paasio and Kari Halonen |
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Helsinki University of Technology, Finland |
Friday, July 23, 15:20-16:40
Session I4: Implementation 4
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15:20-15:40 |
CMOS Implementation of a Cellular Nonlinear Network for Image Segmentation |
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Simone Naso, Marco Storace, Giacomo Pruzzo and Mauro Parodi |
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DIBE- University of Genova, Italy |
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15:40-16:00 |
A Fuzzy Unit for a Mixed-Mode Array Processor |
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Laura Vesalainen, Jonne Poikonen and Ari Paasio |
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University of Turku, Finland |
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16:00-16:20 |
On the One-Quadrant Template Design in a High Gain CNN Model |
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V.M. Brea, D.L. Vilarino, A. Paasio and D. Cabello |
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University of Santiago de Compostela, Spain; University of Turku, Finland |
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16:20-16:40 |
Current Mode Analog Programmable CNN with Single-Polarity State Current |
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Mika Laiho, Ari Paasio and Kari Halonen |
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Helsinki University of Technology, Finland; University of Turku, Finland |
Session A4: Application 4
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15:20-15:40 |
Real-Time Tracking Algorithm with Locking on a given Object for VLSI CNN-UM implementations |
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Samuel Xavier de Souza, Johan Suykens and Joos Vandewalle |
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K.U.Leuven, Belgium |
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15:40-16:00 |
A CNN image-compression algorithm for improved utilization of on-chip resources |
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László Orzó and Tamás Roska |
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MTA SZTAKI, Hungary |
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16:00-16:20 |
High Dynamic Range Perception with Spatially Variant Exposure |
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Robert Wagner, Ákos Zarándy and Tamás Roska |
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Peter Pazmany Catholic University, Hungary; Analogic and Neural Computing Lab., MTA-SZTAKI, Hungary |
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16:20-16:40 |
Bayesian Incorporation of Multiple Scales in Optical Flow Estimation |
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Levente Török, Ákos Zarándy and Tamás Roska |
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Analogic and Neural Computing Sys.,CARI-HAS, Hungary |
Friday, July 23, 17:00-18:00
Session D2:
Panel discussion on Physical Implementation and Application
Saturday, July 24, 09:00-10:40
Session S1: Special Session on Information Processing in Biological Systems
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09:00-09:20 |
Bioinspired CMOS Photosensor Adaption using Local Luminance Feedback |
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Ricardo Carmona, J. Cuadri, C. Dominguez-Matas, Gustavo Linan and E. Roca |
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Instituto de Microelectronica de Sevilla, Spain |
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09:20-09:40 |
CNNs and Motor Maps for Bio-inspired Collision Avoidance in Roving Robots |
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Paolo Arena, Luigi Fortuna, Mattia Frasca, Roberto Pasqualino and Luca Patane |
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University of Catania, Italy |
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09:40-10:00 |
Estimating Synchronization in Brain Electrical Activity from Epilepsy Patients with Cellular Neuronal |
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R. Sowa, F. Mormann, A. Chernihovskyi, S. Florin, C.E.. Elger and K. Lehnertz |
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University Bonn, Germany |
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10:00-10:20 |
Functional studies using the multichannel retinal simulator |
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A. Lazr, Róbert Wagner, Dávid Bálya and Tamás Roska |
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MTA-SZTAKI, Hungary |
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10:20-10:40 |
Novel Tools and Methods for Fast Identification of Emergent Behaviors in CNNs with Relevance to Biological Modeling |
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Radu Dogaru |
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Polytechnic University of Bucharest, Romania |
Session A5: Application 5
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09:00-09:20 |
CNN Algorithm for H.264 Motion Estimation Partitions |
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Lauri Koskinen, Ari Paasio and Kari Halonen |
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Helsinki University of Technology, Finland |
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09:20-09:40 |
Diffusion Analysis of Direction-Preserving Small-World CNN |
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Kazuya Tsuruta, Zonghuang Yang, Yoshifumi Nishio and Akio Ushida |
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Tokushima University, Japan; Tokushima Bunri University, Japan |
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09:40-10:00 |
Polynomial CNN Models for PDE Based Image Multiscale Analysis |
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Fernando Corinto, Mario Biey and Marco Gilli |
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Politecnico di Torino, Italy |
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10:00-10:20 |
Holistic Feature Extraction from Handwritten Words on Wave Computers |
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Kristóf Karacs and Tamás Roska |
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Hungarian Acadamy of Sciences, Hungary; Pazmany Peter Catholic University, Hungary |
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10:20-10:40 |
Cellular Neural Networks To Model Innovation Systems |
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Pierpaolo Andriani, Francesca Conti, Luigi Fortuna, Mattia Frasca, Giuseppina Passiante and Alessandro Rizzo |
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Durham University, Business School MIll HIll, United Kingdom; University of Catania, Italy; University of Lecce, Italy; Politecnico di Bari, Italy |
Saturday, July 24, 11:00-12:40
Session S2: Special Session on Spatio-temporal phenomena in PDE based CNN models
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11:00-11:20 |
Seismic Wave Propagation Modeling on Emulated Digital CNN-UM Architecture |
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Péter Kozma, Sándor Kocsárdi, Péter Sonkoly and Péter Szolgay |
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University of Veszprém, Hungary |
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11:20-11:40 |
On the Possibilities of Using Two Grid Coupled CNN's for Face Features Extraction. |
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Liviu Goras and Paul Ungureanu |
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"Gh. Asachi" Technical University of Iasi, Romania |
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11:40-12:00 |
On PDE based CNN models with memory |
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Angela Slavova |
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Institute of Mathematics Bulgarian Acad. of Sci., Bulgaria |
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12:00-12:20 |
Linear interplation of nonlinearities in Cellular Neural Networks CNN |
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Gunter Geis, Michael Reinisch and Ronald Tetzlaff |
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Institute of Applied Physics, Germany |
| 12:20-12:40 | Tactile sensor modeling by using emulated digital CNN-UM |
| Zoltán Nagy, Zsófia Szolgay and Péter Szolgay | |
| University of Veszprem, Hungary; Technical University of Budapest, Hungary |
Session A6: Application 6
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11:00-11:20 |
Translation and Rotation of Grey - Scale Images by means of Analogic Cellular Neural Network |
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Giovanni Costantini, Daniele Casali, Massimo Carota and Renzo Perfetti |
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University of Rome "Tor Vergata", Italy; University of Perugia, Italy |
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11:20-11:40 |
Cellular Neural Network Parallelization Rules |
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Thomas Weishaeupl and Erich Schikuta |
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University of Vienna, Austria |
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11:40-12:00 |
Inter-Slice Interpolation based on Matching Information, using Cellular Neural Networks |
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Alexandru Gacsádi, Cristian Grava, Teodor Maghiar, Cornelia Gordan and Adriana Grava |
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University of Oradea, Romania |
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12:00-12:20 |
CNN as Curve Shortening Flow Computer |
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István Petrás and Tamás Roska |
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MTA - Computer and Automation Research Institute, Hungary |
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12:20-12:40 |
FPGA implementation of a DT-CNN-based infrared landmine detection system |
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Fernando Pardo Seco, Marco Balsi, Paula Lopez Martinez and Diego Cabello Ferrer |
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University of Santiago de Compostela, Spain; University La Sapienza, Italy; Fraunhofer IIS ICD-A, Germany |
Saturday, July 24, 14:00-15:40
Session TI: Theory and Implementation
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14:00-14:20 |
A Floating-gate Approach for Obtaining Accurate Current References in the CNN Cell |
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Mikko Pankaala, Ari Paasio and Mika Laiho |
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University of Turku, Finland; University of Turku, Helsinki University of Tech, Finland |
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14:20-14:40 |
TD-DPTA Cellular Neural Network Cell |
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Fausto Sargeni, Vincenzo Bonaiuto and Maurizio Bonifazi |
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Dept. of Electronic Engineering - University of, Italy |
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14:40-15:00 |
A Fuzzy-Logic-based Cellular Neural Network Integrated System |
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Chin-Teng Lin and Chun-Lung Chang |
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National Chiao-Tung University, Taiwan |
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15:00-15:20 |
Necessary and sufficient conditions for one-dimensional discrete-time binary cellular neural network to be stable |
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Tetsuo Nishi, Hajime Hara and Norikazu Takahashi |
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Kyushu University, Japan; Hiroshima Institute of Technology, Japan |
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15:20-15:40 |
Finite Iteration DT-CNN with Stationary Templates |
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Joerg D. Wichard, Maciej Ogorzalek, Christian Merkwirth and Jochen Broecker |
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AGH - University of Science and Technologie, Poland; Max-Planck-Institut fuer Informatik, Germany; London School of Economics, United Kingdom |
Session A7: Application 7
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14:00-14:20 |
Prediction of Brain Electrical Activity in Epilepsy by Multilayer Discrete Time Cellular Neural Networks (DTCNN) |
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Radu Niederhofer, C. Gollas and Ronald Tetzlaff |
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Johann Wolfgang Goethe University, Germany |
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14:20-14:40 |
Pattern Recognition in Noisy and Non-stationary Time Series with Cellular Neural Networks |
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Anton Chernihovskyi, Robert Sowa, Sascha Florin, Christian E. Elger and Klaus Lehnertz |
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Dept. of Epileptology, University of Bonn, Germany |
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14:40-15:00 |
Deformable Grid Paradigm Implementation in Cellular Neural Networks |
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Krzysztof Slot and Piotr Korbel |
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Institute of Electronics, Tech. University of Lodz, Poland |
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15:00-15:20 |
Novel CNN based detection for increased spectral efficiency |
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János Levendovszky, András Oláh and Domonkos Varga |
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Pázmány Péter Catholic University, Hungary; Budapest University of Technology and Economics, Hungary |
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15:20-15:40 |
Information flow and self-organization in connected neural networks |
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Toshihiro Shimizu |
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Kokushikan University, Japan |