Tetzlaff, Ronald, Technical University Dresden (Hrsg.)

CNNA 2016

15th International Workshop on Cellular Nanoscale Networks and their Applications

2016, 130 Seiten, 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)

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

6

Construction of CNN Template via Learning with Random Weight Change Algorithm

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

7

8

9

10

Saliency based Attention Mechanism for Topographic Architectures

Autoren: Radvanyi, Mihaly; Karacs, Kristof

11

12

13

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

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

14

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

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

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

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

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