Tetzlaff, Ronald, Technical University Dresden (Hrsg)

CNNA 2016

15th International Workshop on Cellular Nanoscale Networks and their Applications

2016, 130 pages, Slimlinebox, CD-Rom
ISBN 978-3-8007-4252-3
Personal VDE Members are entitled to a 10% discount on this title

Content Foreword

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

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

Metastable rotating waves in Chua–Yang ring networks

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

On Robustness of Sparse High-D Computing

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

Designing a Tactile Sensor Array for Shape Recognition

Authors:
Juarez, Hannah; Schmiedeler, James P.; Niemier, Michael; Cserey, Gyoergy
5
6

Construction of CNN Template via Learning with Random Weight Change Algorithm

Authors:
Adhikari, Shyam P.; Yang, Changju; Kim, Hyongsuk; Chua, Leon O.
7
8
9
10

Saliency based Attention Mechanism for Topographic Architectures

Authors:
Radvanyi, Mihaly; Karacs, Kristof
11
12
13

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

Authors:
Yildiz, Nerhun; Cesur, Evren; Tavsanoglu, Vedat
14
15

Kinect image processing by CNN algorithm for gait recognition

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

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

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

Cellular computation in the Insect Brain

Authors:
Arena, Paolo; Patane, Luca
18

Learning Deep CNN Structures

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

Deconvolution as a model of blur adaptation in the visual cortex

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

Phage-based environmental nanobiosensor

Authors:
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

Authors:
Al-Mashhadani, Israa; Hadjiloucas, Sillas
22
23

DC behaviour of a non-volatile memristor: part I

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

DC behaviour of a non-volatile memristor: part II

Authors:
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

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

Impact of Quantized Conductance Effects of ReRAM Devices on Neuromorphic Networks

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

Reduction of Memristance Drift in Twin Memristor Crossbar

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

The Generalized Metastable Switch Memristor Model

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

Memristor-Based Binary Synapses for Deep Neural Networks

Authors:
Secco, Jacopo; Corinto, Fernando
30

A new approach based on memristor crossbar for synchronization

Authors:
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

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

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

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

Real time architectures for the Scale Invariant Feature Transform algorithm

Authors:
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

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

Cellular Neural Networks for FPGAs with OpenCL

Authors:
Richter-Gottfried, Franz; Fey, Dietmar
36
37

A study on multistability of CNNs with memristors

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

Evidence of Turing patterns in Memristive Cellular Nonlinear Networks

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

Local Activity in Reaction-Diffusion CNN with Memristor Synapses

Authors:
Slavova, Angela; Bobeva, Galina
40

Trajectory recognition by CNN with memristive units

Authors:
Barcz, Aleksy; Szymanski, Zbigniew; Jankowski, Stanislaw
41
42

Algorithmic Considerations in Memristive Memory Processing Units (MPU)

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

CIM100x: Computation in-Memory Architecture Based on Resistive Devices

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

Approximate Computing with Stochastic Memristors

Authors:
Naous, Rawan; Salama, Khaled Nabil
45

Machine Learning with Memristors via Thermodynamic RAM

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

1-D Memristor Networks as Ternary Storage Cells

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

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

Authors:
Cairo, F.; Gnoli, L.; Vacca, M.; Turvani, G.; Zamboni, M.; Graziano, M.
48
49

Computation with Coupled Oscillators in an Image Processing Pipeline

Authors:
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

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

Computing with Coupled Dynamical Systems

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

Wave-based signal processing devices using spin waves

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

FPGA-based clustering of multi-channel neural spike trains

Authors:
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

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

Accelerating Numerical Simulations of Spin-wave Dynamics on FPGA

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

A system concept for EMG classification from measurement to deployment

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

Cellular Vision Based ADAS Applications

Authors:
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

Authors:
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

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