Rubric: Proceedings - General Proceedings

Tetzlaff, Ronald, Technical University Dresden (Ed.)

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)

This conference proceeding contains the following papers, purchasable as PDF download with payment via credit card / PayPal:

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Amplitude and phase equations for nonlinear oscillators with noisy interactions

Authors:

Bonnin, Michele; Corinto, Fernando; Lanza, Valentina

Metastable rotating waves in Chua–Yang ring networks

Authors:

Garay, Barnabas M.; Koller, Miklos

On Robustness of Sparse High-D Computing

Authors:

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

Designing a Tactile Sensor Array for Shape Recognition

Authors:

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

Online Linear Subspace Learning in an Analog Array Computing Architecture

Authors:

Poikonen, Jussi H.; Laiho, Mika

Construction of CNN Template via Learning with Random Weight Change Algorithm

Authors:

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

Robust 2D Propagation Stopper Network for Asynchronous Binary Wave Computing

Authors:

Paasio, Ari; Poikonen, Jonne

Matlab Simulation Framework for Asynchronous Binary Wave Computing

Authors:

Paasio, Ari; Poikonen, Jonne

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

Authors:

Paasio, Ari

Saliency based Attention Mechanism for Topographic Architectures

Authors:

Radvanyi, Mihaly; Karacs, Kristof

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

Authors:

Meric, Volkan; Yalcin, Muestak E.

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

Authors:

Savkay, O. Levent; Yalcin, Muestak E.; Tavsanoglu, Vedat

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

Authors:

Yildiz, Nerhun; Cesur, Evren; Tavsanoglu, Vedat

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

Authors:

Yildiz, Nerhun; Cesur, Evren; Tavsanoglu, Vedat

Kinect image processing by CNN algorithm for gait recognition

Authors:

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

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

Cellular computation in the Insect Brain

Authors:

Arena, Paolo; Patane, Luca

Learning Deep CNN Structures

Authors:

Mueller, Jens; Walz, Simon; Tetzlaff, Ronald

Deconvolution as a model of blur adaptation in the visual cortex

Authors:

Orzo, Laszlo; Hiba, Antal; Zarandy, Akos

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

Linearized Bond Graph of Hodgkin-Huxley Memristor Neuron Model

Authors:

Al-Mashhadani, Israa; Hadjiloucas, Sillas

A Nonlinear Memristor Model with Activation Thresholds and Variable Window Functions

Authors:

Mladenov, Valeri; Kirilov, Stoyan

DC behaviour of a non-volatile memristor: part I

Authors:

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

DC behaviour of a non-volatile memristor: part II

Authors:

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

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

Authors:

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

Impact of Quantized Conductance Effects of ReRAM Devices on Neuromorphic Networks

Authors:

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

Reduction of Memristance Drift in Twin Memristor Crossbar

Authors:

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

The Generalized Metastable Switch Memristor Model

Authors:

Molter, Timothy W.; Nugent, M. Alexander

Memristor-Based Binary Synapses for Deep Neural Networks

Authors:

Secco, Jacopo; Corinto, Fernando

A new approach based on memristor crossbar for synchronization

Authors:

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

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

Authors:

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

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

Authors:

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

Real time architectures for the Scale Invariant Feature Transform algorithm

Authors:

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

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

Authors:

Sicard, Gilles; Millet, Laurent; Vigier, Margaux; Chevobbe, Stephane

Cellular Neural Networks for FPGAs with OpenCL

Authors:

Richter-Gottfried, Franz; Fey, Dietmar

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

Authors:

Slavova, Angela; Ignatov, Ventsislav

A study on multistability of CNNs with memristors

Authors:

Di Marco, Mauro; Forti, Mauro; Pancioni, Luca

Evidence of Turing patterns in Memristive Cellular Nonlinear Networks

Authors:

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

Local Activity in Reaction-Diffusion CNN with Memristor Synapses

Authors:

Slavova, Angela; Bobeva, Galina

Trajectory recognition by CNN with memristive units

Authors:

Barcz, Aleksy; Szymanski, Zbigniew; Jankowski, Stanislaw

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

Authors:

Menzel, Stephan; Siemon, Anne; Linn, Eike

Algorithmic Considerations in Memristive Memory Processing Units (MPU)

Authors:

Hur, Rotem Ben; Talati, Nishil; Kvatinsky, Shahar

CIM100x: Computation in-Memory Architecture Based on Resistive Devices

Authors:

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

Approximate Computing with Stochastic Memristors

Authors:

Naous, Rawan; Salama, Khaled Nabil

Machine Learning with Memristors via Thermodynamic RAM

Authors:

Molter, Timothy W.; Nugent, M. Alexander

1-D Memristor Networks as Ternary Storage Cells

Authors:

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

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.

Deterministic Pattern Recognition with the Oscillatory Network based MONACO-Architecture

Authors:

Heger, Daniel; Krischer, Katharina

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

Oscillatory neural network from ring oscillators

Authors:

Csaba, Gyoergy; Ytterdal, Trond; Porod, Wolfgang

Computing with Coupled Dynamical Systems

Authors:

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

Wave-based signal processing devices using spin waves

Authors:

Papp, Adam; Porod, Wolfgang; Song, Emily; Csaba, Gyoergy

FPGA-based clustering of multi-channel neural spike trains

Authors:

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

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

Authors:

Nagy, Zoltan; Gaspari, Zoltan; Kovacs, Akos

Accelerating Numerical Simulations of Spin-wave Dynamics on FPGA

Authors:

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

A system concept for EMG classification from measurement to deployment

Authors:

Borbely, Bence J.; Szolgay, Peter

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