This paper discusses the application of 'ts-WTA' cell as a core learning circuit in designing adaptive neuromorphic feature selective cells for a variety of ...
This study aims at online Machine Vision Inspection, focusing on the method of online semantic segmentation under complex backgrounds. First, the fewer- ...
Apr 2, 2014 · Developing neuromorphic feature maps can help design generic machines that can emulate this adaptive behavior. Most neuromorphic models that ...
Abstract—The grand challenge of neuromorphic computation is to develop a flexible brain-like architecture capable of a wide array of real-time applications, ...
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Jan 16, 2024 · Neuromorphic technology, which mimics the natural behavior of neurons and synapses, holds promise for replicating the encoding of natural touch.
This work investigates self-organising cortical feature maps (SOFMs) based upon the Kohonen Self-Organising Map (SOM) but implemented with spiking neural ...
Neuromorphic Adaptable Ocular Dominance Maps | Request PDF
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In this paper we study the applicability of this cell to form feature specific clusters and show how an array of these cells when connected through an RC- ...
This paper presents a massively parallel and scalable neuromorphic cortex simulator designed for simulating large and structurally connected spiking neural ...
In this chapter, we focus on spike-based neuromorphic computing, which is a bio-inpsired approach that tries to emulate excellent energy efficiency and ...
May 30, 2022 · Neuromorphic chips, as the name suggests—“like the brain”—can mimic the brain's function in a truer sense as their design is analogous to the ...