Local Accumulation of Persistent Activity at Synaptic Level: Application to Motion Analysis
IWANN '96 Proceedings of the International Workshop on Artificial Neural Networks: From Natural to Artificial Neural Computation
IWANN '96 Proceedings of the International Workshop on Artificial Neural Networks: From Natural to Artificial Neural Computation
Revisiting Algorithmic Lateral Inhibition and Accumulative Computation
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy
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In this paper we review the lateral Inhibition (LI) as a connectionist conceptual model invariant in front of level translation, moving up from physical to symbol and then to the knowledge level where LI is transformed into a "pattern of reasoning". Afterwards, we explore the possibilities of this pattern as a component of modelling fault-tolerant cooperative processes. LI can be considered as an adaptive mechanism that integrates excitation and inhibition in a dynamic balance between complementary information sources.