By Sebastian Miron
ISBN-10: 9537619915
ISBN-13: 9789537619916
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Extra info for Signal Processing
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In the next section we will see how sparse codes are generated and why they are efficient. 3. Sparse Coding Research on sparse coding is generally conducted almost independently by two group of researchers: signal processing engineers and biophysicists. In this chapter, we will try to make a link between these two realms. In a mathematical sense, sparse coding generally refers to a representation where a small number of components are active. In the biological realm, a sparse code generally refers to a representation where a small number of neurons are active with the majority of neurons being inactive or showing low activity (Graham & Field, 2006).
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