Michal Valko : Regularity counting

Intro

Plastic Synapses project is about modelling basice learning function at the level of synapses. Our objective is to design model that is able to adapt to regular frequencies with different rate as the time flows. During the research, we proposed many different models and validated their behavior and biological plausibility.

Texts

reference manual to PlaSyn program

Implementations

The PlaSyn program models behavior and function of a plastic synapse. Following implementations include various models we tested during our work. Written in Borland C++ Builder. Each archive includes sources and win32 binary.

PlaSyn v1.0 [28.09.2003]
PlaSyn v2.0 [18.10.2003] PlaSyn v2.1 [22.10.2003] PlaSyn v2.2 [10.11.2003] PlaSyn v2.3 [24.11.2003]
PlaSyn v3.0 [24.11.2003] PlaSyn v3.1 [25.11.2003] PlaSyn v3.2 [03.12.2003] PlaSyn v3.3 [10.12.2003]
PlaSyn v4.0 [21.12.2003] PlaSyn v4.1 [23.12.2003] PlaSyn v4.2 [12.01.2004] PlaSyn v4.3 [27.01.2004]
PlaSyn v5.0 [23.02.2004] PlaSyn v5.1 [07.03.2004] PlaSyn v5.2 [20.03.2004] PlaSyn v5.3 [04.04.2004]
PlaSyn v5.4
[11.05.2004] PlaSyn v5.5 [13.05.2004]
PlaSyn v6.0 [15.11.2004] PlaSyn v6.1 [24.11.2004] PlaSyn v6.2 [27.12.2004]


ChangeLog [sk]
Some testing data

References

[1]  Ján Jančo, Ivan Stavrovský, Juraj Pavlásek Modeling of neuronal functions: a neuronlike element with the graded response. Computers and Artificial Intelligence, Vol 13., 1994 No. 6, 603-620

[2]  Juraj Pavlásek, Ján Jenča, Radoslav Harman Rate coding: neurobiological network performig detection of the difference between mean spiking rates. Acta Neurobiol. Exp. 2003, 63: 83-98

[3]  Juraj Pavlásek, Ján Jenča Temporal coding and recognition of uncued temporal patterns in neuronal spike trains: Biologically plausible network of coincidence detectors and coordinated time delays Biologia Bratislava, 56/6: 591-604, 2001

Links

Institute of Normal and Pathological Physiology,
Slovak Academy of Sciences
1-Sep-2011