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Volumn 99, Issue 3, 2008, Pages 185-196

Application of chaotic dynamics in a recurrent neural network to control: Hardware implementation into a novel autonomous roving robot

Author keywords

Autonomous robot; Chaotic dynamics; Hardware implementation; Recurrent neural network

Indexed keywords

BIOLOGICAL SYSTEMS; CHLORINE COMPOUNDS; DYNAMICS; EXPERIMENTS; HARDWARE; IMAGE CLASSIFICATION; NEURAL NETWORKS; RECURRENT NEURAL NETWORKS; REINFORCEMENT LEARNING; ROBOTICS; ROBOTS; TECHNOLOGY; TWO DIMENSIONAL;

EID: 52049101356     PISSN: 03401200     EISSN: 14320770     Source Type: Journal    
DOI: 10.1007/s00422-008-0249-6     Document Type: Article
Times cited : (9)

References (25)
  • 2
    • 0022530614 scopus 로고
    • Low-dimensional chaos in an instance of epilepsy
    • A Babloyantz A Destexhe 1986 Low-dimensional chaos in an instance of epilepsy Proc Natl Acad Sci USA 83 3513 3517
    • (1986) Proc Natl Acad Sci USA , vol.83 , pp. 3513-3517
    • Babloyantz, A.1    Destexhe, A.2
  • 3
    • 52049099480 scopus 로고
    • A theory of computation and complexity over the real numbers
    • Yamaguti M (ed) Towards the harnessing of chaos Elsevier Science B.V., Amsterdam
    • Blum L (1994) A theory of computation and complexity over the real numbers. In: Yamaguti M (ed) Towards the harnessing of chaos. Proceedings of the 7th Toyota Conference. Elsevier Science B.V., Amsterdam, pp 11-27
    • (1994) Proceedings of the 7th Toyota Conference , pp. 11-27
    • Blum, L.1
  • 4
    • 0030297037 scopus 로고    scopus 로고
    • Dynamical cell assembly hypothesis-theoretical possibility of spatiotemporal coding in the cortex
    • H Fujii H Itoh N Ichinose M Tsukada 1996 Dynamical cell assembly hypothesis-theoretical possibility of spatiotemporal coding in the cortex Neural Netw 9 1303 1350
    • (1996) Neural Netw , vol.9 , pp. 1303-1350
    • Fujii, H.1    Itoh, H.2    Ichinose, N.3    Tsukada, M.4
  • 6
    • 6344265618 scopus 로고    scopus 로고
    • Robot phonotaxis in the wild: A biologically inspired approach to outdoor sound localization
    • 8
    • A Horchler R Reeve B Webb R Quinn 2004 Robot phonotaxis in the wild: a biologically inspired approach to outdoor sound localization Adv Robot 18 8 801 816
    • (2004) Adv Robot , vol.18 , pp. 801-816
    • Horchler, A.1    Reeve, R.2    Webb, B.3    Quinn, R.4
  • 7
    • 0001791837 scopus 로고
    • Cricket auditory communication
    • F Huber H Thorson 1985 Cricket auditory communication Sci Am 253 60 68
    • (1985) Sci Am , vol.253 , pp. 60-68
    • Huber, F.1    Thorson, H.2
  • 8
    • 0141455111 scopus 로고    scopus 로고
    • Chaotic itinerancy
    • 3
    • K Kaneko I Tsuda 2003 Chaotic itinerancy Chaos 13 3 926 936
    • (2003) Chaos , vol.13 , pp. 926-936
    • Kaneko, K.1    Tsuda, I.2
  • 10
    • 38849207622 scopus 로고    scopus 로고
    • Novel tracking function of moving target using chaotic dynamics in a recurrent neural network model
    • Y Li S Nara 2008 Novel tracking function of moving target using chaotic dynamics in a recurrent neural network model Cogn Neurodyn 2 39 48
    • (2008) Cogn Neurodyn , vol.2 , pp. 39-48
    • Li, Y.1    Nara, S.2
  • 11
    • 26444462530 scopus 로고    scopus 로고
    • Neural processing of auditory signals and modular neural control for sound tropism of walking machines
    • 3
    • P Manoonpong F Pasemann J Fischer H Roth 2005 Neural processing of auditory signals and modular neural control for sound tropism of walking machines Int J Adv Robot Syst 2 3 223 234
    • (2005) Int J Adv Robot Syst , vol.2 , pp. 223-234
    • Manoonpong, P.1    Pasemann, F.2    Fischer, J.3    Roth, H.4
  • 12
    • 0001737889 scopus 로고
    • Chaotic wandering and search in a cycle memory neural network
    • S Nara P Davis 1992 Chaotic wandering and search in a cycle memory neural network Prog Theor Phys 88 845 855
    • (1992) Prog Theor Phys , vol.88 , pp. 845-855
    • Nara, S.1    Davis, P.2
  • 13
    • 0027849293 scopus 로고
    • Memory search using complex dynamics in a recurrent neural network model
    • S Nara P Davis M Kawachi H Totuji 1993 Memory search using complex dynamics in a recurrent neural network model Neural Netw 6 963 973
    • (1993) Neural Netw , vol.6 , pp. 963-973
    • Nara, S.1    Davis, P.2    Kawachi, M.3    Totuji, H.4
  • 14
    • 0012446651 scopus 로고
    • Chaotic memory dynamics in a recurrent neural network with cycle memories embedded by pseudo-inverse method
    • S Nara P Davis M Kawachi H Totuji 1995 Chaotic memory dynamics in a recurrent neural network with cycle memories embedded by pseudo-inverse method Int J Bifurcat Chaos Appl Sci Eng 5 1205 1212
    • (1995) Int J Bifurcat Chaos Appl Sci Eng , vol.5 , pp. 1205-1212
    • Nara, S.1    Davis, P.2    Kawachi, M.3    Totuji, H.4
  • 15
    • 0007430111 scopus 로고    scopus 로고
    • Learning feature constraints in a chaotic neural memory
    • S Nara P Davis 1997 Learning feature constraints in a chaotic neural memory Phys Rev E 55 826 830
    • (1997) Phys Rev e , vol.55 , pp. 826-830
    • Nara, S.1    Davis, P.2
  • 16
    • 0141678043 scopus 로고    scopus 로고
    • Can potentially useful dynamics to solve complex problems emerge from constrained chaos and/or chaotic itinerancy?
    • 3
    • S Nara 2003 Can potentially useful dynamics to solve complex problems emerge from constrained chaos and/or chaotic itinerancy? Chaos 13 3 1110 1121
    • (2003) Chaos , vol.13 , pp. 1110-1121
    • Nara, S.1
  • 17
    • 0035905783 scopus 로고    scopus 로고
    • Actions from thoughts
    • M Nicolelis 2001 Actions from thoughts Nature 409 403 407
    • (2001) Nature , vol.409 , pp. 403-407
    • Nicolelis, M.1
  • 18
    • 0142118036 scopus 로고    scopus 로고
    • New neural circuits for robot phonotaxis
    • R Reeve B Webb 2003 New neural circuits for robot phonotaxis Philos Trans R Soc Lond A 361 2245 2266
    • (2003) Philos Trans R Soc Lond A , vol.361 , pp. 2245-2266
    • Reeve, R.1    Webb, B.2
  • 19
    • 84973949757 scopus 로고
    • How brains make chaos in order to make sense of the world
    • CA Skarda WJ Freeman 1987 How brains make chaos in order to make sense of the world Behav Brain Sci 10 161 195
    • (1987) Behav Brain Sci , vol.10 , pp. 161-195
    • Skarda, C.A.1    Freeman, W.J.2
  • 20
    • 0038115280 scopus 로고    scopus 로고
    • A note on time delayed effect in a recurrent neural network model
    • 3&4
    • Y Suemitsu S Nara 2003 A note on time delayed effect in a recurrent neural network model Neural Comput Appl 11 3&4 137 143
    • (2003) Neural Comput Appl , vol.11 , pp. 137-143
    • Suemitsu, Y.1    Nara, S.2
  • 21
    • 3142759949 scopus 로고    scopus 로고
    • A solution for two-dimensional mazes with use of chaotic dynamics in a recurrent neural network model
    • 9
    • Y Suemitsu S Nara 2004 A solution for two-dimensional mazes with use of chaotic dynamics in a recurrent neural network model Neural Comput 16 9 1943 1957
    • (2004) Neural Comput , vol.16 , pp. 1943-1957
    • Suemitsu, Y.1    Nara, S.2
  • 22
    • 22244435440 scopus 로고
    • Chaotic itinerancy as a dynamical basis of Hermeneutics in brain and mind
    • I Tsuda 1991 Chaotic itinerancy as a dynamical basis of Hermeneutics in brain and mind World Futures 32 167 184
    • (1991) World Futures , vol.32 , pp. 167-184
    • Tsuda, I.1
  • 23
    • 0035495017 scopus 로고    scopus 로고
    • Toward an interpretation of dynamic neural activity in terms of chaotic dynamical systems
    • 5
    • I Tsuda 2001 Toward an interpretation of dynamic neural activity in terms of chaotic dynamical systems Behav Brain Sci 24 5 793 847
    • (2001) Behav Brain Sci , vol.24 , pp. 793-847
    • Tsuda, I.1
  • 24
    • 0023904965 scopus 로고
    • Auditory behavior of the cricket
    • T Weber J Thorson 1988 Auditory behavior of the cricket J Comp Physiol A 163 13 22
    • (1988) J Comp Physiol A , vol.163 , pp. 13-22
    • Weber, T.1    Thorson, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.