Publications related to Networks of Coupled VO2 Oscillators for Neuromorphic Computing

Networks of limit cycle oscillators with parametric learning capability

The fundamental idea that synchronized patterns emerge in networks of interacting oscillators is revisited by allowing a parametric learning mechanism to operate on the local dynamics. The local dynamics consist of stable limit cycle oscillators which, due ...

Springer2009

Networks of mixed canonical-dissipative systems and dynamic hebbian learning

Max-Olivier Hongler, Julio Rodriguez

We study the dynamics of a network consisting of N diffusively coupled, stable- limit-cycle oscillators on which individual frequencies are parametrized by

w_k, k = 1, . . . ,N

. We introduce a learning rule which influences the wk by driving the system t ...

2009

Adaptive Frequency Oscillators and Applications

Auke Ijspeert, Jonas Buchli, Ludovic Righetti

In this contribution we present a generic mechanism to transform an oscillator into an adaptive frequency oscillator, which can then dynamically adapt its parameters to learn the frequency of any periodic driving signal. Adaptation is done in a dynamic way ...

2009

Frequency synchronization in a random oscillator network

Martin Hasler

In this paper we study the transition from incoherence to coherence in large network of arbitrary coupled, heterogeneous, continuous-time dynamical systems (phase oscillators). We analytically study a generalized Kuramoto model by the instrumentality of or ...

2009

A low-power 2.4 GHz CMOS receiver using BAW resonators

Jérémie Chabloz

It has already been a few years since the first appearance of micro-electromechanical systems (MEMS) in academic research. Since then, a broad number of devices have been designed under this generic term. Bulk-acoustic wave (BAW) resonators are among the f ...

EPFL2008

The Age of Analog Networks

Dario Floreano, Claudio Mattiussi, Daniel Marbach, Peter Dürr

A large class of systems of biological and technological relevance can be described as analog networks, that is, collections of dynamical devices interconnected by links of varying strength. Some examples of analog networks are genetic regulatory networks, ...

2008

Practical Approaches for Software Components Integration in Telecommunications

Sébastien Rumley, Christian Gaumier

Nowadays, advances in telecommunication network design and performance analysis often rely on dedicated software tools. Unfortunately, developing new tools is a very time and resources consuming activity. To rationalise development costs, existing applicat ...

2008

An oscillatory neuromotor model of handwriting generation

A neuromotor model of handwritten stroke generation, in which stroke velocities are expressed as a Fourier-style decomposition of oscillatory neural activities, is presented. The neural network architecture consists of an input or stroke-selection layer, a ...

Springer Verlag2007

Analog Genetic Encoding for the Evolution of Circuits and Networks

Dario Floreano, Claudio Mattiussi

This paper describes a new kind of genetic representation called analog genetic encoding (AGE). The representation is aimed at the evolutionary synthesis and reverse engineering of circuits and networks such as analog electronic circuits, neural networks, ...

2007

Analog, Continuous Time, Fully Parallel, Programmable Image Processor Based on Vector Gilbert Multiplier

Rafal Tomasz Dlugosz

A conception as well as a CMOS implementation of the analog, ultra low power and fully parallel image processor have been presented in this paper. Proposed circuit bases on the 2-D FIR filters realized using the Gilbert vector multiplier. Proposed filter e ...

2007

Networks of Coupled VO2 Oscillators for Neuromorphic Computing

Graph Chatbot

Chat with Graph Search

Networks of limit cycle oscillators with parametric learning capability

Networks of mixed canonical-dissipative systems and dynamic hebbian learning

Adaptive Frequency Oscillators and Applications

Frequency synchronization in a random oscillator network

A low-power 2.4 GHz CMOS receiver using BAW resonators

The Age of Analog Networks

Practical Approaches for Software Components Integration in Telecommunications

An oscillatory neuromotor model of handwriting generation

Analog Genetic Encoding for the Evolution of Circuits and Networks

Analog, Continuous Time, Fully Parallel, Programmable Image Processor Based on Vector Gilbert Multiplier

Adaptive Frequency Oscillators and Applications

Networks of mixed canonical-dissipative systems and dynamic hebbian learning

Frequency synchronization in a random oscillator network

The Age of Analog Networks

A low-power 2.4 GHz CMOS receiver using BAW resonators

An oscillatory neuromotor model of handwriting generation

Networks of limit cycle oscillators with parametric learning capability

Analog Genetic Encoding for the Evolution of Circuits and Networks

Analog, Continuous Time, Fully Parallel, Programmable Image Processor Based on Vector Gilbert Multiplier

Practical Approaches for Software Components Integration in Telecommunications