Timescale-Invariant Pattern Recognition by Feedforward Inhibition and Parallel Signal Processing

The timescale-invariant recognition of temporal stimulus sequences is vital for many species and poses a challenge for their sensory systems. Here we present a simple mechanistic model to address this computational task, based on recent observations in insects that use rhythmic acoustic communicatio...

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Veröffentlicht in:	Neural computation 2010-06, Vol.22 (6), p.1493-1510
Hauptverfasser:	Creutzig, Felix, Benda, Jan, Wohlgemuth, Sandra, Stumpner, Andreas, Ronacher, Bernhard, Herz, Andreas V. M.
Format:	Artikel
Sprache:	eng
Schlagworte:	Action Potentials - physiology Animal communication Animals Applied sciences Artificial intelligence Auditory Perception - physiology Biological and medical sciences Central Nervous System - physiology Computer science control theory systems Computer Simulation Exact sciences and technology Fundamental and applied biological sciences. Psychology Ganglia, Invertebrate - physiology General aspects Insecta - physiology Insects Learning and adaptive systems Letters Mathematics in biology. Statistical analysis. Models. Metrology. Data processing in biology (general aspects) Miscellaneous Nerve Net - physiology Neural Inhibition - physiology Neural Networks (Computer) Neurons Neurons - physiology Pattern Recognition, Automated - methods Sensory perception Sexual Behavior, Animal - physiology Signal Processing, Computer-Assisted Time Factors Time Perception - physiology Vocalization, Animal - physiology
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