Rubrik: Proceedings - Allgemeine Proceedings
CNNA 2016
größer

Tetzlaff, Ronald, Technical University Dresden (Hrsg.)

CNNA 2016

15th International Workshop on Cellular Nanoscale Networks and their Application August 23-25, 2016, Dresden, Germany

2016, 130 Seiten, 140 x 124 mm, Slimlinebox, CD-Rom
ISBN 978-3-8007-4252-3
Persönliche VDE-Mitglieder erhalten auf diesen Titel 10% Rabatt

Inhaltsverzeichnis Vorwort

Computer technology is dramatically changing in recent years. Besides the general progression in multi-core and many-core designs there is a strong demand for emerging nano-scale technologies with low power dissipation, intelligent, bio-inspired machines, massively-parallel architectures with learning capabilities, and memristive systems.The CNNA 2016 will provide a forum for the presentation of latest results and exploration of future directions in the fields of:

- Theory of nonlinear spatial-temporal dynamics
- Cellular architectures and algorithms
- Bio-inspired & neuromorphic circuits
- Sensor-Processor-Arrays
- Physical implementations (VLSI, Nanotechnology)
- Learning algorithms & applications
- Applications on FPGAs and GPUs
Prof. Ronald Tetzlaff, Technical University Dresden (Editor)
Zur erweiterten Tagungsbeitragssuche
1

Amplitude and phase equations for nonlinear oscillators with noisy interactions

Autoren: Bonnin, Michele; Corinto, Fernando; Lanza, Valentina
2

Metastable rotating waves in Chua–Yang ring networks

Autoren: Garay, Barnabas M.; Koller, Miklos
3

On Robustness of Sparse High-D Computing

Autoren: Laiho, Mika; Poikonen, Jussi H.; Lehtonen, Eero; Kanerva, Pentti
4

Designing a Tactile Sensor Array for Shape Recognition

Autoren: Juarez, Hannah; Schmiedeler, James P.; Niemier, Michael; Cserey, Gyoergy
5

Online Linear Subspace Learning in an Analog Array Computing Architecture

Autoren: Poikonen, Jussi H.; Laiho, Mika
6

Construction of CNN Template via Learning with Random Weight Change Algorithm

Autoren: Adhikari, Shyam P.; Yang, Changju; Kim, Hyongsuk; Chua, Leon O.
7

Robust 2D Propagation Stopper Network for Asynchronous Binary Wave Computing

Autoren: Paasio, Ari; Poikonen, Jonne
8

Matlab Simulation Framework for Asynchronous Binary Wave Computing

Autoren: Paasio, Ari; Poikonen, Jonne
9

Ultra Low-Power Array Processor 1-D Test Structure Implementation

Autoren: Paasio, Ari
10

Saliency based Attention Mechanism for Topographic Architectures

Autoren: Radvanyi, Mihaly; Karacs, Kristof
11

A New Implementation of Fully Programmable Complete CNN Processor Core on FPGA

Autoren: Meric, Volkan; Yalcin, Muestak E.
12

Computer Assisted Sperm Motility Analysis Implemented on Hybrid CPU+FPGA Architecture as an Intelligent Microscope Application

Autoren: Savkay, O. Levent; Yalcin, Muestak E.; Tavsanoglu, Vedat
13

On the way to a Third Generation Real-Time Cellular Neural Network Processor

Autoren: Yildiz, Nerhun; Cesur, Evren; Tavsanoglu, Vedat
14

A Discussion on Spatiotemporal Filtering on a Third Generation Real-Time Cellular Neural Network Processor

Autoren: Yildiz, Nerhun; Cesur, Evren; Tavsanoglu, Vedat
15

Kinect image processing by CNN algorithm for gait recognition

Autoren: Leyden, Kevin; Koller, Miklos; Niemier, Michael; Schmiedeler, James; Cserey, Gyoergy
16

Wrist pulse detection and analysis using three in-line sensors and linear actuators

Autoren: Spulak, Nathan; Foeldi, Sandor; Koller, Miklos; Niemier, Michael; Schmiedeler, James; Cserey, Gyoergy
17

Cellular computation in the Insect Brain

Autoren: Arena, Paolo; Patane, Luca
18

Learning Deep CNN Structures

Autoren: Mueller, Jens; Walz, Simon; Tetzlaff, Ronald
19

Deconvolution as a model of blur adaptation in the visual cortex

Autoren: Orzo, Laszlo; Hiba, Antal; Zarandy, Akos
20

Phage-based environmental nanobiosensor

Autoren: Akbar, Teuku Fawzul; Ibarlucea, Bergoi; Baraban, Larysa; Cuniberti, Gianaurelio; Rim, Taiuk; Baek, Chang Ki; Ascoli, Alon; Tetzlaff, Ronald; Bodas, Dhananjay
21

Linearized Bond Graph of Hodgkin-Huxley Memristor Neuron Model

Autoren: Al-Mashhadani, Israa; Hadjiloucas, Sillas
22

A Nonlinear Memristor Model with Activation Thresholds and Variable Window Functions

Autoren: Mladenov, Valeri; Kirilov, Stoyan
23

DC behaviour of a non-volatile memristor: part I

Autoren: Ascoli, A.; Tetzlaff, R.; Chua, L. O.; Strachan, J. P.; Williams, R. S.
24

DC behaviour of a non-volatile memristor: part II

Autoren: Ascoli, A.; Tetzlaff, R.; Chua, L. O.; Strachan, J. P.; Williams, R. S.
25

A physics-based Spice model for the Nb2O5 threshold switching memristor

Autoren: Radhakrishnan, J.; Slesazeck, S.; Wylezich, H.; Mikolajick, T.; Ascoli, A.; Tetzlaff, R.
26

Impact of Quantized Conductance Effects of ReRAM Devices on Neuromorphic Networks

Autoren: Siemon, Anne; Ferch, Sebastian; Menzel, Stephan; Waser, Rainer; Linn, Eike
27

Reduction of Memristance Drift in Twin Memristor Crossbar

Autoren: Truong, Son Ngoc; Pham, Khoa Van; Yang, Wonsun; Min, Kyeong-Sik
28

The Generalized Metastable Switch Memristor Model

Autoren: Molter, Timothy W.; Nugent, M. Alexander
29

Memristor-Based Binary Synapses for Deep Neural Networks

Autoren: Secco, Jacopo; Corinto, Fernando
30

A new approach based on memristor crossbar for synchronization

Autoren: Gambuzza, Lucia Valentina; Frasca, Mattia; Fortuna, Luigi; Ntinas, Vasileios; Vourkas, Ioannis; Sirakoulis, Georgios Ch.
31

Experimental Evidence of Power Efficiency due to Architecture in Cellular Processor Array Chips

Autoren: Carmona-Galan, Ricardo; Fernandez-Berni, Jorge; Rodriguez-Vazquez, Angel
32

Pre-processing Architecture for IR-Visual Smart Camera Based on Post-Processing Constraints

Autoren: Imran, Muhammad; Wang, Xu; Lawal, Najeem; O’Nils, Mattias
33

Real time architectures for the Scale Invariant Feature Transform algorithm

Autoren: Domenech-Asensi, G.; Garrigos, J.; Lopez, P.; Brea, V.; Cabello, D.
34

3D Technologies for massive parallel computing vision systems: Expected Performances, Design Constraints and Trends

Autoren: Sicard, Gilles; Millet, Laurent; Vigier, Margaux; Chevobbe, Stephane
35

Cellular Neural Networks for FPGAs with OpenCL

Autoren: Richter-Gottfried, Franz; Fey, Dietmar
36

CNN Computing of Piezolelectric Solid with Nano-Holes under Time-Harmonic Anti-Plane Load

Autoren: Slavova, Angela; Ignatov, Ventsislav
37

A study on multistability of CNNs with memristors

Autoren: Di Marco, Mauro; Forti, Mauro; Pancioni, Luca
38

Evidence of Turing patterns in Memristive Cellular Nonlinear Networks

Autoren: Buscarino, Arturo; Corradino, Claudia; Fortuna, Luigi; Frasca, Mattia; Chua, Leon O.
39

Local Activity in Reaction-Diffusion CNN with Memristor Synapses

Autoren: Slavova, Angela; Bobeva, Galina
40

Trajectory recognition by CNN with memristive units

Autoren: Barcz, Aleksy; Szymanski, Zbigniew; Jankowski, Stanislaw
41

Impact of the Nonlinear Switching Kinetics on Logic Circuits based on Memristive Switching Devices

Autoren: Menzel, Stephan; Siemon, Anne; Linn, Eike
42

Algorithmic Considerations in Memristive Memory Processing Units (MPU)

Autoren: Hur, Rotem Ben; Talati, Nishil; Kvatinsky, Shahar
43

CIM100x: Computation in-Memory Architecture Based on Resistive Devices

Autoren: Hamdioui, Said; Taouil, Mottaqiallah; Du Nguyen, Hoang Anh; Haron, Adib; Xie, Lei; Bertels, Koen
44

Approximate Computing with Stochastic Memristors

Autoren: Naous, Rawan; Salama, Khaled Nabil
45

Machine Learning with Memristors via Thermodynamic RAM

Autoren: Molter, Timothy W.; Nugent, M. Alexander
46

1-D Memristor Networks as Ternary Storage Cells

Autoren: Vourkas, Ioannis; Abusleme, Angel; Sirakoulis, Georgios Ch.; Rubio, Antonio
47

Toward the design of mixed high-speed and low-power NML circuits

Autoren: Cairo, F.; Gnoli, L.; Vacca, M.; Turvani, G.; Zamboni, M.; Graziano, M.
48

Deterministic Pattern Recognition with the Oscillatory Network based MONACO-Architecture

Autoren: Heger, Daniel; Krischer, Katharina
49

Computation with Coupled Oscillators in an Image Processing Pipeline

Autoren: Hull, Zachary; Chiarulli, Donald; Levitan, Steven; Csaba, Gyorgy; Porod, Wolfgang; Pufall, Matthew; Rippard, William; Stepp, Nigel; Cao, Yongqiang; Rao, Shankar; Pilly, Praveen; Payton, David
50

Oscillatory neural network from ring oscillators

Autoren: Csaba, Gyoergy; Ytterdal, Trond; Porod, Wolfgang
51

Computing with Coupled Dynamical Systems

Autoren: Shukla, N.; Datta, S.; Parihar, A.; Narayanan, V.; Raychowdhury, A.
52

Wave-based signal processing devices using spin waves

Autoren: Papp, Adam; Porod, Wolfgang; Song, Emily; Csaba, Gyoergy
53

FPGA-based clustering of multi-channel neural spike trains

Autoren: Schaeffer, Laszlo; Nagy, Zoltan; Kincses, Zoltan; Voeroeshazi, Zsolt; Fiath, Richard; Ulbert, Istvan; Szolgay, Peter
54

Accelerating a charged single α-helix search algorithm in protein sequences using FPGA

Autoren: Nagy, Zoltan; Gaspari, Zoltan; Kovacs, Akos
55

Accelerating Numerical Simulations of Spin-wave Dynamics on FPGA

Autoren: Kiss, Andras; Nagy, Zoltan; Szolgay, Peter; Gyoergy Csaba,; Porod, Wolfgang
56

A system concept for EMG classification from measurement to deployment

Autoren: Borbely, Bence J.; Szolgay, Peter
57

Cellular Vision Based ADAS Applications

Autoren: Horvath, Andras; Horvath, Istvan; Kiss, Akos; Huszar, Domonkos; Palffy, Andras; Kovacs, Lorant; Babicz, Dora; Farkas, Bence; Majoros, Gabor; Rekeczky, Csaba
58

Remote Aircraft Detection against Sky Background

Autoren: Hiba, Antal; Zarandy, Akos; Pencz, Borbala; Bauer, Peter; Vanek, Balint
59

A Real-time High Dynamic Range Vision System with Tone Mapping for Automotive Applications

Autoren: Martel, Julien N. P.; Mueller, Lorenz K.; Carey, Stephen J.; Dudek, Piotr
60

Retina simulator challenges, image processing with a varying resolution sensor

Autoren: Hiba, Antal; Orzo, Laszlo