Mihai A. Petrovici

 

Office 01.317

Phone +49 6221 549847

email: mpedro(at)kip.uni-heidelberg.de

Current Research

  • Implementation of neural network models onto a neuromorphic hardware system

  • Statistical analysis of neural network dynamics
  • Correlations in neural spiking behavior

       Avoiding correlations in neural activity on neuromorphic hardware

 

  • Dynamics of neural networks under parameter distortions

        Demonstrator Model Investigations

 

Further Interests

  • Bayesian belief propagation and factor graphs

  • Liquid computing

  • Self-organization and associative memory

Projects under supervision

Diploma thesis: Cortical models on neuromorphic hardware

Diploma thesis: Neural response correlations

Bachelor thesis: Study of a layer 2/3 cortical attractor memory model

 

Teaching

Misc.

Visions' Journal Club

 

 

Useful Links

       The FACETS Project

       PyNN

       The Spikey Chip

       Waferscale integration

       The FACETS Demonstrator

       Exploration of network architectures with the FACETS hardware systems

 

 

File Info

All the material on this webpage may only be used for teaching purposes.

Alle Materialien auf dieser Website dürfen nur für Lehrzwecke verwendet werden.

Password for the locked files: visions

Last update of this page: 2011-09-22_

PUBLICATIONS

Demonstrator_Paper.zip

A Comprehensive Workflow for General-Purpose Neural Modeling with Highly Configurable Neuromorphic Hardware Systems

DA.zip

Dielektrische Eigenschaften von Gläsern bei tiefen Temperaturen

RECENT TALKS

FGNN.zip

Factor Graphs, Neural Networks and Learning

Workflow.zip

FACETS Neuromorphic Computing Workflow

Modeling_with_Hardware.zip

Development of the FACETS Neuromorphic Hardware

The_FACETS_Demonstrator_-_Model_Investigations.zip

Investigation of Hardware-Induced Distortions onto the Demonstrator Benchmark Models (Layer 2/3 Attractor Memory, Synfire Chain)

Demonstrator_Overview.zip

Motivation, Virtual Hardware, Benchmark Models, Distortion Analysis

Self-Organizing_Maps.zip

Cortical Maps, SOMs, Visual Cortex, Hardware Implementation

Faktorgraphen.zip

Bayessche Deduktion, graphische Algorithmen, Faktorgraphen