%PDF-1.3 1 0 obj << /Kids [ 4 0 R 5 0 R 6 0 R 7 0 R 8 0 R 9 0 R 10 0 R 11 0 R ] /Type /Pages /Count 8 >> endobj 2 0 obj << /Subject (Neural Information Processing Systems http\072\057\057nips\056cc\057) /Publisher (Curran Associates) /Language (en\055US) /Created (2008) /Description-Abstract (We propose a novel application of Formal Concept Analysis \050FCA\051 to neural decoding\072 instead of just trying to figure out which stimulus was presented\054 we demonstrate how to explore the semantic relationships between the neural representation of large sets of stimuli\056 FCA provides a way of displaying and interpreting such relationships via concept lattices\056 We explore the effects of neural code sparsity on the lattice\056 We then analyze neurophysiological data from high\055level visual cortical area STSa\054 using an exact Bayesian approach to construct the formal context needed by FCA\056 Prominent features of the resulting concept lattices are discussed\054 including indications for a product\055of\055experts code in real neurons\056) /Producer (Python PDF Library \055 http\072\057\057pybrary\056net\057pyPdf\057) /Title (Interpreting the neural code with Formal Concept Analysis) /Date (2008) /Type (Conference Proceedings) /firstpage (425) /Book (Advances in Neural Information Processing Systems 21) /Description (Paper accepted and presented at the Neural Information Processing Systems Conference \050http\072\057\057nips\056cc\057\051) /Editors (D\056 Koller and D\056 Schuurmans and Y\056 Bengio and L\056 Bottou) /Author (Dominik Endres\054 Peter Foldiak) /lastpage (432) >> endobj 3 0 obj << /Type /Catalog /Pages 1 0 R >> endobj 4 0 obj << /Contents 12 0 R /Rotate 0 /Resources << /Font << /T1_4 13 0 R /T1_2 18 0 R /T1_3 22 0 R /T1_0 26 0 R /T1_1 30 0 R >> /ProcSet [ /PDF /Text ] >> /CropBox [ 0 0 612 792 ] /Parent 1 0 R /MediaBox [ 0 0 612 792 ] /Type /Page >> endobj 5 0 obj << /Contents 34 0 R /Rotate 0 /Resources << /Font << /T1_6 35 0 R /T1_7 39 0 R /T1_4 43 0 R /T1_5 18 0 R /T1_2 26 0 R /T1_3 47 0 R /T1_0 30 0 R /T1_1 13 0 R /T1_8 51 0 R >> /ProcSet [ /PDF /Text ] >> /CropBox [ 0 0 612 792 ] /Parent 1 0 R /MediaBox [ 0 0 612 792 ] /Type /Page >> endobj 6 0 obj << /Contents 55 0 R /Rotate 0 /Resources << /ExtGState << /GS0 56 0 R >> /ColorSpace << /CS0 57 0 R >> /XObject << /Im1 59 0 R /Im0 60 0 R >> /Font << /T1_4 26 0 R /T1_2 43 0 R /T1_3 13 0 R /T1_0 30 0 R /T1_1 47 0 R >> /ProcSet [ /PDF /Text /ImageC ] >> /CropBox [ 0 0 612 792 ] /Parent 1 0 R /MediaBox [ 0 0 612 792 ] /Type /Page >> endobj 7 0 obj << /Contents 61 0 R /Rotate 0 /Resources << /ExtGState << /GS0 56 0 R >> /ColorSpace << /CS2 62 0 R /CS1 66 0 R /CS0 68 0 R >> /XObject << /Im2 70 0 R /Im1 71 0 R /Im0 72 0 R >> /Font << /T1_0 30 0 R /T1_1 26 0 R >> /ProcSet [ /PDF /Text /ImageC /ImageI ] >> /CropBox [ 0 0 612 792 ] /Parent 1 0 R /MediaBox [ 0 0 612 792 ] /Type /Page >> endobj 8 0 obj << /Contents 73 0 R /Rotate 0 /Resources << /Font << /T1_6 51 0 R /T1_7 35 0 R /T1_4 43 0 R /T1_5 47 0 R /T1_2 13 0 R /T1_3 18 0 R /T1_0 30 0 R /T1_1 26 0 R >> /ProcSet [ /PDF /Text ] >> /CropBox [ 0 0 612 792 ] /Parent 1 0 R /MediaBox [ 0 0 612 792 ] /Type /Page >> endobj 9 0 obj << /Contents 74 0 R /Rotate 0 /Resources << /XObject << /Fm0 75 0 R /Im0 82 0 R >> /Font << /T1_2 18 0 R /T1_3 22 0 R /T1_0 30 0 R /T1_1 13 0 R >> /ProcSet [ /PDF /Text /ImageC ] >> /CropBox [ 0 0 612 792 ] /Parent 1 0 R /MediaBox [ 0 0 612 792 ] /Type /Page >> endobj 10 0 obj << /Contents 83 0 R /Rotate 0 /Resources << /Font << /T1_2 13 0 R /T1_3 18 0 R /T1_0 26 0 R /T1_1 30 0 R >> /ProcSet [ /PDF /Text ] >> /CropBox [ 0 0 612 792 ] /Parent 1 0 R /MediaBox [ 0 0 612 792 ] /Type /Page >> endobj 11 0 obj << /Contents 84 0 R /Rotate 0 /Resources << /Font << /T1_4 51 0 R /T1_2 26 0 R /T1_3 47 0 R /T1_0 30 0 R /T1_1 13 0 R >> /ProcSet [ /PDF /Text ] >> /CropBox [ 0 0 612 792 ] /Parent 1 0 R /MediaBox [ 0 0 612 792 ] /Type /Page >> endobj 12 0 obj << /Length 2943 /Filter /FlateDecode >> stream Htk[bHԻhW=DyWD*w^eDžs83 ߽yQXxYYe0.#*3OezN?Co8qzaF^AXFޡ>vQ_ڙuwg/zFλ/<.ʠSS뱾֣ͻj߬tn*bÔpG]3ZL$&^Z@9Й|o}b]}&0rQB_}*EC$DYP@<