Neuro-inspired Information Processing

Index

A, B, C

• axons, 43, 55, 59–61, 68–71, 89, 91, 95, 99, 111–118, 122, 128, 154, 167, 168, 171, 173–176, 187, 189, 209
• brain, 2, 4, 39–50, 58–60, 64, 65, 68, 129, 153, 206, 207
• BrainScaleS, 206, 207
• circuit, 7, 11–18, 21, 25–28, 30, 40, 42, 54, 63, 81, 82, 85–88, 98, 101, 112, 113, 118, 120, 150, 151, 154, 156, 158, 159, 161, 162, 167–185, 187, 188, 191–193, 199, 204–207, 210
• CMOS technology, 9, 12, 16, 17, 24, 26, 27, 31, 40, 46, 148, 149, 152, 189, 198, 206
• convolutional networks, 136
• cortex, 40, 43, 45, 50–55, 57, 58, 60–65, 67, 68, 70, 117, 118, 135, 138, 140, 147, 153, 204, 205
  • cerebral, 41, 48, 50, 51, 64
  • gray matter, 43, 48, 50, 153
  • neocortex, 50, 209
  • paleocortex, 50
• cortical columns, 50–54, 60, 61, 64, 67, 135, 138, 147, 153
• current mode, 158, 162

D, E, F

• direct connections or feedforward, 209
• dissipated power, 14, 43
• dynamic state, 85–88
• eye, 57, 58
• FitzHugh model, 102

H, I, L

• higher-level visual areas
  • IT, 62, 63
  • L4, 55, 56, 61, 63
  • V1, 60–63, 106, 177, 203
  • V2, 61–63, 106, 153, 177
  • V3, 61–63, 106, 177
  • V4, 61–63, 106, 177
  • V5, 62, 63
• ion channels, 47, 73, 75, 76, 78, 80, 81, 84, 85, 93, 94, 105, 111, 113, 116, 120, 122, 151, 152, 167, 168
• ion pumps, 76
• learning, 44, 45, 49, 56, 63, 92, 116, 126, 128, 130, 132, 134, 139, 140, 142, 143, 145–147, 189, 191, 193, 198, 204–207, 210
  • deep, 130, 132, 134, 145, 147, 210
  • unsupervised, 146
• Loihi, 149, 206, 207
  • architectures, 16, 130, 147, 154, 206
  • Intel Laboratories, 207
  • neuromorphic chip, 207

M, N, O

• memristances, ...