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Extra resources for Advancing Artificial Intelligence through Biological Process Applications

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The commonly adopted value is k0 = 1, and the limit k0 → ∞ corresponds to the Fourier transform. As we shall show further for our purpose k0 = 2 is more suitable. Since we deal with finite-length time series (spike trains) the evaluation of the wavelet spectrum (1) will have edge artifacts at the beginning and the end of the time interval. The cone of influence (COI) is the region in (p, z) plane where edge effects cannot be ignored. We define the size of the COI when the wavelet power is dropped by e2 (Torrence & Compo, 1998), which gives z = 2k0 p.

F. (2000). Competitive Hebbian learning through spike-  Corticofugal Modulation of Tactile Responses timing-dependent synaptic plasticity. Nature Neuroscience 3, 919–926. , & Ooyama, H. (1990). Somatotopic organization and columnar structure of vibrissae representation in the rat ventrobasal complex. Experimental Brain Research, 81, 346-352. , & Farmer, D. (1992). Testing for nonlinearity in time series: the method of surrogate data. Physica D, 58, 77–94. , & Compo, G. P. (1998). A Practical Guide to Wavelet Analysis.

Single- and multi-whisker channels in the ascending projections from the principal trigeminal nucleus in the rat. Journal Neuroscience, 19, 5085-095. , & De Luca, B. (2004). Evidence that GABAergic neurons in the spinal trigeminal nucleus are involved in the transmission of inflammatory pain in the rat: a microdialysis and pharmacological study. European Journal Pharmacology, 496, 87-92. Welker, C. (1971). Microelectrode delineation of fine grain somatotopic organization of SM1 cerebral neocortex in albino rat.

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