A point process analysis of sensory encoding

Journal of Computational Neuroscience

Volumn 15, Issue 3, 2003, Pages 321-333

  Stanley, Garrett B ^a   Webber, Roxanna M ^b  

^a HARVARD UNIVERSITY   (United States)

^b HARVARD MIT DIVISION OF HEALTH SCIENCES AND TECHNOLOGY   (United States)

Author keywords

Barrel cortex; Stochastic; Vibrissa

Indexed keywords

NEURONS; SENSORY ANALYSIS; SIGNAL ENCODING;

BARREL CORTEX; ENCODINGS; INTENSITY MEASURE; NEURONAL CODING; NEURONAL RESPONSE; POINT PROCESS; PROCESS ANALYSIS; SENSORY CORTICES; STOCHASTICS; VIBRISSA;

STOCHASTIC SYSTEMS;

ATROPINE; LIDOCAINE; PENTOBARBITAL; RINGER SOLUTION;

ACTION POTENTIAL; ANIMAL EXPERIMENT; ANIMAL MODEL; ARTICLE; BRAIN CORTEX; BRAIN DEPTH STIMULATION; BRAIN NERVE CELL; CODING; FEMALE; MATHEMATICAL COMPUTING; NERVE CELL EXCITABILITY; NONHUMAN; PRIORITY JOURNAL; RAT; SENSORY SYSTEM; SIMULATION; SOMATOSENSORY CORTEX; SPIKE; STOCHASTIC MODEL; TACTILE STIMULATION; VIBRISSA;

EID: 0344740795     PISSN: 09295313     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1027463810317     Document Type: Article

References (33)

1. Ahissar E, Sosnik R, Bagdasarian K, Haidarliu S (2001) Temporal frequency of whisker movement. ii. Laminar organization of cortical representations. J. Neurophysiol. 86: 354-367.
2. Brillinger DR, Bryant HL, Segundo JP (1976) Identification of synaptic interactions. Biol. Cybernetics 22: 213-228.
3. Brown EN, Nguyen DP, Frank LM, Wilson MA, Solo V (2001) An analysis of neural receptive field plasticity by point process adaptive filtering. PNAS 98: 12261-12266.
4. Brumberg JC, Pinto DJ, Simons DJ (1996) Spatial gradients and inhibitory summation in the rat whisker barrel system. J. Neurophysiol. 76: 130-140.
5. Brumberg JC, Pinto DJ, Simons DJ (1999) Cortical columnar processing in the rat whisker-to-barrel system. J. Neurophysiol. 82: 1808-1817.
6. Carvell GE, Simons DJ (1990) Biometric analysis of vibrissal tactile discrimination in the rat. J. Neurosci. 10: 2638-2648.
7. Carvell GE, Simons DJ (1996) Abnormal tactile experience early in life disrupts active touch. J. Neurosci. 15: 2750-2757.
8. Chung S, Li X, Nelson SB (2002) Short-term depression at thalamocortical synapses contributes to rapid adaptation of cortical sensory responses in vivo. Neuron 34: 1-20.
9. Cox DR, Isham V (1980) Point Processes. Chapman and Hall, London.
10. Frank LM, Brown EN, Wilson MA (2000) Trajectory encoding in the hippocampus and entorhinal cortex. Neuron 27: 169-178.
11. Frank LM, Eden UT, Solo V, Wilson MA, Brown EN (2002) Contrasting patterns of receptive field plasticity in the hippocampus and the entorhinal cortex: An adaptive filtering approach. J. Neurosci. 22(9): 3817-3830.
12. Gerstein GL, Kiang NY-S (1960) An approach to the quantitative analysis of electrophysiological data from single neurons. Biophys. J. 1: 15-28.
13. Ghazanfar AA, Stambaugh CR, Nicolelis MAL (2000) Encoding of tactile stimulus location by somatosensory thalamocortical ensembles. J. Neurosci. 20: 3761-3775.
14. Guic-Robles E, Valdivieso C, Guajardo G (1989) Rats can learn a roughness discrimination using only their vibrissal system. Behavioural Brain Research 31: 285-289.
15. Ito M (1981) Some quantitative aspects of vibrissa-driven neuronal responses in rat neocortex. J. Neurophysiol. 46(4): 705-715.
16. Jarvis JR, Mitra PP (2001) Sampling properties of the spectrum and coherency of sequences of action potentials. Neural Computation 13: 717-749.
17. Kass RE, Ventura V (2001) A spike-train probability model. Neural Computation 13: 1713-1720.
18. Kyriazi HT, Carvell GE, Simons DJ (1994) Off response transformations in the whisker/barrel system. J. Neurophysiol. 72: 392-401.
19. Kyriazi HT, Simons DJ (1993) Thalamocortical response transformations in simulated whisker barrels. J. Neurosci. 13: 1601-1615.
20. Lewicki MS (1998) A review of methods for spike sorting: The detection and classification of neural action potentials. Network: Computation in Neural Systems 9: R53-R78.
21. Lichtenstein SH, Carvell GE, Simons DJ (1990) Responses of rat trigeminal ganglion neurons to movements of vibrissae in different directions. Somatosensory and Motor Research 7(1): 47-65.
22. Marmarelis P, Naka KI (1973a) Non-linear analysis and synthesis of receptive feld responses in the catfish retina. i. Horizontal cell-ganglion chains. J. Neurophysol. 36: 605-618.
23. Marmarelis P, Naka KI (1973b) Non-linear analysis and synthesis of receptive feld responses in the catfish retina. ii. One-input white-noise analysis. J. Neurophysol. 36: 619-633.
24. Moore C, Nelson S (1998) Spatio-temporal subthreshold receptive fields in the vibrissa representation of rat primary somatosensory cortex. J. Neurophysiol. 80(6): 2882-2892.
25. Nicolelis M, Chapin J (1994) Spatiotemporal structure of somatosensory responses of many-neuron ensembles in the rat ventral posterior medial nucleus of the thalamus. J. Neurosci. 14: 3511-3532.
26. Perkel D, Gerstein G, Moore G (1967a) Neuronal spike trains and stochastic point processes. i. The single train. Biophysical Journal 7(4): 391-418.
27. Perkel DH, Gerstein GL, Moore GP (1967b) Neuronal spike trains and stochastic point processes. ii. Simultaneous spike trains. Biophysical Journal 7(4): 419-440.
28. Pinto DJ, Brumberg JC, Simons DJ (2000) Circuit dynamics and coding strategies in rodent somatosensory cortex. J. Neurophysiol. 83: 1158-1166.
29. Simons DJ (1978) Response properties of vibrissa units in rat s1 somatosensory neocortex. J. Neurophysiol. 41: 798-820.
30. Simons DJ (1983) Multi-whisker stimulation and its effects on vibrissa units in rat sm1 barrel cortex. Brain Research 276: 178-182.
31. Simons DJ, Carvell GE (1989) Thalamocortical response transformation in the rat vibrissa/barrel system. J. Neurophysiol. 61(2): 311-330.
32. Welker C (1971) Microelectrode delineation of fine grain somatotopic organization of (smi) cerebral neocortex in albino rat. Brain Res. 26(2): 259-275.
33. Zhu JJ, Connors BW (1999) Intrinsic firing patterns and whisker-evoked synaptic response of neurons in the rat barrel cortex. J. Neurophysiol. 81: 1171-1183.