- Analyzing the scaling of connectivity in neuromorphic hardware and in models of neural networksJohannes Partzsch
Chair for Parallel VLSI Systems and Neuro Microelectronics, Department of Electrical Engineering and Information Technology, University of Technology Dresden, Saxony, Germany
IEEE Trans Neural Netw 22:919-35. 2011..In this respect, our analysis results suggest models with locality in their connections as promising approach for tackling this scaling gap...
- Accuracy evaluation of numerical methods used in state-of-the-art simulators for spiking neural networksStephan Henker
Endowed Chair for Parallel VLSI Systems and Neural Circuits Institute of Circuits and Systems, University of Technology Dresden, Dresden, Germany
J Comput Neurosci 32:309-26. 2012..Finally, we give an example of the influence of simulation artefacts on network behaviour and spike-timing-dependent plasticity (STDP), underlining the importance of spike-time accuracy for the simulation of STDP...