Knowledge

K-line (artificial intelligence)

Source 📝

53:
When you activate that K-line later, the agents attached to it are aroused, putting you into a 'mental state' much like the one you were in when you solved that problem or got that idea. This should make it relatively easy for you to solve new, similar problems!" (1998, p. 82.)
50:"Whenever you 'get a good idea', solve a problem, or have a memorable experience, you activate a K-line to 'represent' it. A K-line is a wirelike structure that attaches itself to whichever mental agents are active when you solve a problem or have a good idea. 44:
When you "get an idea," or "solve a problem" ... you create what we shall call a K-line. ... When that K-line is later "activated", it reactivates ... mental agencies, creating a partial mental state "resembling the original."
77:
The theory implies that memory and problem-solving are distributed processes involving the coordination of multiple mental agents rather than a single central system.
93:
The theory does not provide a complete account of all aspects of memory and cognition, such as the role of language, emotions, and social interactions.
71:
It suggests that memory is not a static storage of information, but rather a dynamic association of mental agents activated during an experience.
74:
K-lines provide a mechanism for generalizing from specific experiences to similar problems by reactivating the associated mental agents.
195: 181: 24:, is a mental agent which represents an association of a group of other mental agents found active when a subject solves a certain 228: 96:
Some argue that the theory is too vague or metaphorical to be scientifically testable or to yield specific predictions.
90:
The exact nature and implementation of K-lines in the brain or in artificial systems remains unclear and speculative.
213: 67:
implications for understanding memory and problem-solving in artificial intelligence and cognitive science:
25: 115: 208: 133: 214:
Why Programming is a Good Medium for Expressing Poorly Understood and Sloppily Formulated Ideas
191: 177: 153: 145: 222: 33: 86:
While influential, the K-line theory has also faced some criticism and limitations:
149: 157: 36:'s essay K-lines: A Theory of Memory, published in 1980 in the journal 64: 29: 189:
Perceptrons: An Introduction to Computational Geometry
8: 105: 209:Minsky's "K-lines: A Theory of Memory" 116:Minsky's "K-lines: A Theory of Memory 7: 127: 125: 123: 111: 109: 63:The concept of K-lines has several 14: 187:Minsky, Marvin; Papert, Seymour; 32:. These were first described in 1: 134:"K‐Lines: A theory of Memory" 132:Minsky, Marvin (April 1980). 245: 150:10.1207/s15516709cog0402_1 82:Limitations and criticisms 59:Theoretical implications 229:Artificial intelligence 56: 47: 48: 42: 28:or formulates a new 175:The Society of Mind 198:December 28, 1987. 138:Cognitive Science 38:Cognitive Science 236: 173:Minsky, Marvin; 162: 161: 129: 118: 113: 244: 243: 239: 238: 237: 235: 234: 233: 219: 218: 205: 184:March 15, 1998. 170: 165: 131: 130: 121: 114: 107: 103: 84: 61: 12: 11: 5: 242: 240: 232: 231: 221: 220: 217: 216: 211: 204: 203:External links 201: 200: 199: 185: 169: 166: 164: 163: 144:(2): 117–133. 119: 104: 102: 99: 98: 97: 94: 91: 83: 80: 79: 78: 75: 72: 60: 57: 22:Knowledge-line 13: 10: 9: 6: 4: 3: 2: 241: 230: 227: 226: 224: 215: 212: 210: 207: 206: 202: 197: 196:0-262-63111-3 193: 190: 186: 183: 182:0-671-65713-5 179: 176: 172: 171: 167: 159: 155: 151: 147: 143: 139: 135: 128: 126: 124: 120: 117: 112: 110: 106: 100: 95: 92: 89: 88: 87: 81: 76: 73: 70: 69: 68: 66: 58: 55: 51: 46: 41: 39: 35: 34:Marvin Minsky 31: 27: 23: 19: 188: 174: 141: 137: 85: 62: 52: 49: 43: 37: 21: 17: 15: 65:theoretical 168:References 158:0364-0213 101:Footnotes 223:Category 26:problem 194:  180:  156:  18:K-line 20:, or 192:ISBN 178:ISBN 154:ISSN 30:idea 146:doi 225:: 152:. 140:. 136:. 122:^ 108:^ 40:: 16:A 160:. 148:: 142:4

Index

problem
idea
Marvin Minsky
theoretical


Minsky's "K-lines: A Theory of Memory



"K‐Lines: A theory of Memory"
doi
10.1207/s15516709cog0402_1
ISSN
0364-0213
ISBN
0-671-65713-5
ISBN
0-262-63111-3
Minsky's "K-lines: A Theory of Memory"
Why Programming is a Good Medium for Expressing Poorly Understood and Sloppily Formulated Ideas
Category
Artificial intelligence

Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.