Temporal processing in the dorsal medullary nucleus of the Northern leopard frog (Rana pipiens pipiens)

1991 ◽  
Vol 66 (3) ◽  
pp. 955-973 ◽  
Author(s):  
J. C. Hall ◽  
A. S. Feng
Keyword(s):  
Firing Rate ◽  
Rise Time ◽  
Spike Count ◽  
Signal Duration ◽  
Leopard Frog ◽  
Response Functions ◽  
Temporal Response ◽  
The Mean ◽  
Dorsal Medullary Nucleus ◽  
Rana Pipiens Pipiens

1. Single-unit responses to different temporal acoustic parameters were characterized in the dorsal medullary nucleus (DMN) of the Northern leopard frog, Rana pipiens pipiens. Our goal was to provide both a quantitative and a qualitative assessment of the neural representation of behaviorally relevant temporal acoustic patterns in the frog's DMN. 2. Acoustic stimuli included tone bursts having different durations, rise times, or rates of amplitude modulation (AM). Several metrics were used to compute temporal response functions for each of these, including mean spike count, average firing rate, and/or peak firing rate. Synchronization coefficients were also used to characterize responses to stimuli presented at different AM rates. 3. On the basis of mean spike count, the temporal response functions of DMN neurons with respect to signal rise time could be characterized as 1) all-pass, in which the mean spike count was largely independent of rise time, or 2) fast-pass, in which the mean spike count decreased with increasing rise time. Fast-pass response functions were of two types, those that decayed rapidly and those that decayed gradually from their peak values. 4. The minimum threshold varied with signal rise time for cells showing fast-pass but not all-pass response functions. Minimum response thresholds for fast-pass neurons were typically higher with slower signal rise time. 5. The filtering characteristics of cells displaying fast-pass rise time response functions were dependent on signal level, becoming all-pass when signal levels exceeded 30-40 dB above the minimum threshold. 6. Approximately 44% of DMN neurons exhibiting fast-pass response functions for signal rise time showed all-pass filtering characteristics when broadband noise rather than best frequency tones were used, thereby signifying an influence of signal spectrum on the pass-band characteristics of these cells. 7. All DMN neurons, regardless of discharge pattern, showed maximal instantaneous firing rates to signals having short (less than 25 ms) rise times. Response functions based on instantaneous firing rate were, therefore, fast-pass in nature. These responses were independent of signal level and spectrum. 8. There was an ordinal relationship between signal duration and the duration of tonic but not phasic unit discharges. This relationship was not intensity dependent. 9. On the basis of mean spike count, the temporal response functions of DMN neurons with respect to signal duration were characterized as 1) all-pass, in which the mean spike count was largely independent of signal duration, or 2) long-pass, in which the mean spike count increased with increasing signal duration.(ABSTRACT TRUNCATED AT 400 WORDS)

Coding of temporal parameters of complex sounds by frog auditory nerve fibers

1991 ◽  
Vol 65 (3) ◽  
pp. 424-445 ◽  
Author(s):  
A. S. Feng ◽  
J. C. Hall ◽  
S. Siddique
Keyword(s):  
Auditory Nerve ◽  
Transfer Functions ◽  
Nerve Fibers ◽  
Spike Count ◽  
Complex Sounds ◽  
Temporal Parameters ◽  
Low Pass ◽  
The Mean ◽  
Auditory Nerve Fibers ◽  
High Pass

1. Physiological recordings were made from single auditory fibers in the frog eighth nerve to determine quantitatively how the different behaviorally relevant temporal parameters (the signal rise-fall time, duration, and rate of amplitude modulation) of complex sounds are encoded in the auditory periphery. Individual temporal parameters were varied. Response functions (RFs) were constructed with respect to each of these parameters using each unit's best excitatory frequency (BF) as the carrier. 2. In response to a change in signal rise-fall time, auditory nerve fibers showed little change in the mean spike count or firing rate, i.e., all fibers displayed ALL-PASS RFrfts. But the transient components, particularly the early phasic component, of responses varied with rise-fall times; these components were more pronounced in the responses to stimuli with shorter rise-fall times. 3. In response to an increase in signal duration, auditory nerve fibers showed a corresponding increase in firing duration and thus in the mean spike count, giving rise to HIGH-PASS RFdurs. The shape of response curves differed among fibers; the difference appeared to be related to the fiber's temporal adaptation characteristic. When the firing rate was measured, all fibers displayed higher mean firing rates in response to shorter duration stimuli than they did to longer duration stimuli, thus giving rise to LOW-PASS response functions. 4. To determine the response transfer functions to modulation rate, pulsed (PAM) and sinusoidally (SAM) amplitude-modulated signals were used. These signals differed substantially in terms of their envelopes and how they varied with AM rate. Data were analyzed by 1) plotting spike counts against the AM rate to derive modulation transfer functions (MTFspks) and 2) plotting synchronization coefficients (SCs) against the AM rate to generate MTFscs. 5. In response to PAM stimuli, all fibers showed an increase in mean spike count with modulation frequency over the range examined, giving rise to HIGH-PASS MTFspks. 6. For SAM stimuli, the average energy and duty cycle are independent of AM rate. Most (79%) auditory fibers showed little selectivity for AM rate over a range of 5-400 Hz, giving rise to ALL-PASS MTFspks. The remaining auditory fibers displayed LOW-PASS MTFspks, i.e., there was a distinct decline in the mean spike count with increasing AM rate. 7. In response to PAM stimuli, most fibers showed good response synchrony at low AM rates but the SC declined with an increase in the AM rate (i.e., LOW-PASS MTFscs). The cut-off frequency was typically very high, averaging 90 pulses/s.(ABSTRACT TRUNCATED AT 400 WORDS)

Gustatory neural coding in the monkey cortex: stimulus intensity

1991 ◽  
Vol 65 (1) ◽  
pp. 76-86 ◽  
Author(s):  
T. R. Scott ◽  
C. R. Plata-Salaman ◽  
V. L. Smith ◽  
B. K. Giza
Keyword(s):  
Neural Coding ◽  
Discharge Rate ◽  
Taste Intensity ◽  
Response Functions ◽  
Somatosensory Stimulation ◽  
Gustatory Cortex ◽  
Intensity Response ◽  
Taste Cells ◽  
The Mean ◽  
Gustatory Neurons

1. We analyzed the activity of single neurons in gustatory cortex of alert cynomolgus monkeys in response to a range of stimulus intensities. Chemicals were deionized water, fruit juice, and several concentrations of the four prototypical taste stimuli: 10(-3)-1.0 M glucose, 10(-3)-1.0 M NaCl, 10(-4)-3 x 10(-2) M HCl, and 10(-5)-3 x 10(-3) M quinine HCl. 2. Taste-evoked responses could be recorded from a cortical gustatory area that measured 2.5 mm in its anteroposterior extent, 6.0 mm dorsoventrally, and 3.0 mm mediolaterally. Taste-responsive cells constituted 62 (3.7%) of the 1,661 neurons tested. Nongustatory cells gave responses associated with mouth movement (10.1%), somatosensory stimulation (2.2%), and approach or anticipation (0.9%). 3. Intensity-response functions were determined across 62 gustatory neurons. Neural thresholds for each stimulus quality conformed well to human psychophysical thresholds. Mean discharge rate was a direct function of stimulus concentration for glucose, NaCl, and quinine HCl. The most effective of the basic stimuli was glucose. 4. Power function exponents were calculated from the responses of neural subgroups most responsive to each basic stimulus. Those for glucose, NaCl, and quinine were within the range of psychophysically derived values. Thus the perceived intensity of each basic quality is presumably based on the activity of the appropriate neural subgroup rather than on the mean activity of all taste cells. 5. The mean breadth-of-tuning (entropy) coefficient for 62 gustatory neurons was 0.65 (range, 0.00–0.98). 6. There was no clear evidence of chemotopic organization in the gustatory cortex. 7. An analysis of taste quality indicated that sweet stimuli evoked patterns of activity that were clearly distinct from those of the nonsweet chemicals. Among the latter group, NaCl was differentiable from HCl and quinine HCl, whose patterns were closely related. 8. The response characteristics of cortical taste cells imply gustatory thresholds and intensity-response functions for the nonhuman primate that conform well to those reported in psychophysical studies of humans, reinforcing the value of this neural model for human taste intensity perception.

scholarly journals Distinguishing Hemodynamics from Function in the Human LGN Using a Temporal Response Model

Vision ◽  
2019 ◽  
Vol 3 (2) ◽  
pp. 27 ◽  
Author(s):  
Kevin DeSimone ◽  
Keith A. Schneider
Keyword(s):  
Receptive Field ◽  
Visual Processing ◽  
Field Model ◽  
Ventral Surface ◽  
Impulse Response Functions ◽  
Response Model ◽  
Response Functions ◽  
Temporal Response ◽  
Point Of Entry ◽  
Temporal Properties

We developed a temporal population receptive field model to differentiate the neural and hemodynamic response functions (HRF) in the human lateral geniculate nucleus (LGN). The HRF in the human LGN is dominated by the richly vascularized hilum, a structure that serves as a point of entry for blood vessels entering the LGN and supplying the substrates of central vision. The location of the hilum along the ventral surface of the LGN and the resulting gradient in the amplitude of the HRF across the extent of the LGN have made it difficult to segment the human LGN into its more interesting magnocellular and parvocellular regions that represent two distinct visual processing streams. Here, we show that an intrinsic clustering of the LGN responses to a variety of visual inputs reveals the hilum, and further, that this clustering is dominated by the amplitude of the HRF. We introduced a temporal population receptive field model that includes separate sustained and transient temporal impulse response functions that vary on a much short timescale than the HRF. When we account for the HRF amplitude, we demonstrate that this temporal response model is able to functionally segregate the residual responses according to their temporal properties.

scholarly journals Blink-Perturbed Saccades in Monkey. II. Superior Colliculus Activity

2000 ◽  
Vol 83 (6) ◽  
pp. 3430-3452 ◽  
Author(s):  
H.H.L.M. Goossens ◽  
A. J. Van Opstal
Keyword(s):  
Superior Colliculus ◽  
Firing Rate ◽  
High Frequency ◽  
Displacement Vector ◽  
Neural Mechanism ◽  
Fixed Number ◽  
Deep Layers ◽  
The Mean ◽  
Reflex Blinks ◽  
Frequency Burst

Trigeminal reflex blinks evoked near the onset of a saccade cause profound spatial-temporal perturbations of the saccade that are typically compensated in mid-flight. This paper investigates the influence of reflex blinks on the discharge properties of saccade-related burst neurons (SRBNs) in intermediate and deep layers of the monkey superior colliculus (SC). Twenty-nine SRBNs, recorded in three monkeys, were tested in the blink-perturbation paradigm. We report that the air puff stimuli, used to elicit blinks, resulted in a short-latency (∼10 ms) transient suppression of saccade-related SRBN activity. Shortly after this suppression (within 10–30 ms), all neurons resumed their activity, and their burst discharge then continued until the perturbed saccade ended near the extinguished target. This was found regardless whether the compensatory movement was into the cell's movement field or not. In the limited number of trials where no compensation occurred, the neurons typically stopped firing well before the end of the eye movement. Several aspects of the saccade-related activity could be further quantified for 25 SRBNs. It appeared that 1) the increase in duration of the high-frequency burst was well correlated with the (two- to threefold) increase in duration of the perturbed movement. 2) The number of spikes in the burst for control and perturbed saccades was quite similar. On average, the number of spikes increased only 14%, whereas the mean firing rate in the burst decreased by 52%. 3) An identical number of spikes were obtained between control and perturbed responses when burst and postsaccadic activity were both included in the spike count. 4) The decrease of the mean firing rate in the burst was well correlated with the decrease in the velocity of perturbed saccades. 5) Monotonic relations between instantaneous firing rate and dynamic motor error were obtained for control responses but not for perturbed responses. And 6) the high-frequency burst of SRBNs with short-lead and long-lead presaccadic activity (also referred to as burst and buildup neurons, respectively) showed very similar features. Our findings show that blinking interacts with the saccade premotor system already at the level of the SC. The data also indicate that a neural mechanism, rather than passive elastic restoring forces within the oculomotor plant, underlies the compensation for blink-related perturbations. We propose that these interactions occur downstream from the motor SC and that the latter may encode the desired displacement vector of the eyes by sending an approximately fixed number of spikes to the brainstem saccadic burst generator.

Responses of neurons in the cat's superior colliculus to acoustic stimuli. I. Monaural and binaural response properties

1985 ◽  
Vol 53 (3) ◽  
pp. 726-745 ◽  
Author(s):  
J. A. Hirsch ◽  
J. C. Chan ◽  
T. C. Yin
Keyword(s):  
Superior Colliculus ◽  
Characteristic Frequency ◽  
Spike Count ◽  
Threshold Intensity ◽  
Interaural Time Differences ◽  
Average Characteristic ◽  
Stimulus Interval ◽  
The Mean ◽  
Contralateral Ear ◽  
Stimulation Of

Using extracellular electrodes we studied acoustic responses in the superior colliculus (SC) of the barbiturate-anesthetized cat. Pure tonal stimuli were delivered through sealed and calibrated earphones and were presented either monaurally or binaurally with interaural intensity differences (IIDs) and interaural time differences (ITDs). Acoustically sensitive cells were found in the intermediate and deep layers of the SC throughout its rostrocaudal and mediolateral extent. Most cells (80%) discharged only at stimulus onset; the rest had more complex firing patterns. For 88% of our sample the mean first-spike latency measured at 20 dB above threshold ranged between 6 and 16 ms. The sharpness and threshold intensity of the frequency tuning curves varied widely. In the SC, the average characteristic frequency and threshold intensity were higher than in other auditory brain stem nuclei. Neurons whose characteristic frequency was low were never sharply tuned. The probability of response decreased when the repetition rate at which the stimuli were delivered increased. The mean stimulus interval at which spike count reached 50% of maximum was 360 ms. Most (83%) of the cells discharged only to monaural stimulation of the contralateral ear, 7% responded to tones applied to either ear and only 1% to only ipsilateral input. The remaining cells responded only to stimulation of both ears. With binaural stimuli, most neurons (80%) could be shown to receive input from both ears. Seventy percent of the binaural cells showed predominant binaural inhibition (BI), 25% binaural facilitation (BF), and 5% a more complex mixture. Because the majority of SC neurons had high characteristic frequencies, we examined their responses to IIDs. The spike count vs. IID functions of BI cells were monotonic and sigmoidal, those of BF cells were nonmonotonic and bell-shaped. The slopes and horizontal positions of the curves varied among neurons. IIDs favoring the contralateral ear were the most effective. For a given cell, increasing the mean binaural level extended the range of IIDs that evoked maximal discharge. A small number of cells was sensitive to physiologically significant interaural time differences of low-frequency tones or the envelopes of amplitude-modulated, high-frequency tones.

Sympathetic modulation of activity in rat dorsal root ganglion neurons changes over time following peripheral nerve injury

1996 ◽  
Vol 76 (2) ◽  
pp. 753-763 ◽  
Author(s):  
M. Michaelis ◽  
M. Devor ◽  
W. Janig
Keyword(s):  
Sciatic Nerve ◽  
Firing Rate ◽  
Nerve Injury ◽  
Dorsal Root ◽  
Sciatic Nerve Injury ◽  
Dorsal Root Ganglion Neurons ◽  
Nerve Lesion ◽  
Sympathetic Stimulation ◽  
The Mean ◽  
Ganglion Neurons

1. We recorded from centrally connected axons isolated from the proximal stump of the sciatic nerve in intact rats and in rats whose nerves had been transected 4 days-6 mo previously. Afferent axons selected for study had spontaneous impulse activity that originated ectopically in dorsal root ganglia (DRGs) L4 and L5. The sympathetic supply of these DRGs was excited by repetitive electrical stimulation of ventral roots T13 and L1. We examined quantitatively changes in afferent ongoing firing evoked by sympathetic stimulation. Results are based on observations from 161 neurons in rats with sciatic nerve injury and from 58 neurons in control rats with intact sciatic nerves. Of these 219 neurons, 204 had myelinated fibers (A neurons) and 15 had unmyelinated fibers (C neurons), on the basis of measurements of conduction velocity. 2. In rats with nerve injury the majority of the spontaneously active neurons tested (95 of 161) responded to sympathetic stimulation with a change in ongoing firing frequency: 41 neurons exhibited a significant increase in discharge frequency that was often followed by suppression (28 of 41), and 54 neurons responded with a decrease in ongoing activity (simple suppression). In control rats, in contrast, only 1 of the 58 spontaneously active sensory neurons tested responded to sympathetic stimulation. 3. In A neurons, the response pattern changed systematically with time after sciatic nerve injury. At 4-22 days after nerve lesion, excitation was much more common than suppression. At 60-93 days, excitation and suppression occurred about equally. At 110-171 days, suppression was by far the more common response. 4. Of the 14 C neurons, 2 were excited by sympathetic stimulation (at 4-22 days postoperative) and 10 were suppressed (2 at 4-22 days, 8 at > 60 days). The only spontaneously active C neuron found in control rats was not affected by sympathetic stimulation. 5. The magnitude of responses in the three postoperative intervals investigated was similar. This was so for both the excitatory and the simple suppressive responses. The average latency between onset of stimulation and excitatory responses in afferent A fibers (approximately 10 s) was significantly less than the latency to simple suppressive responses (approximately 20 s). 6. The mean spontaneous firing rate of A neurons decreased with time after nerve lesion. No change was observed in C neuron activity. The mean firing rate of A neurons was significantly higher than that of C neurons 4-93 days after nerve lesion, but not later. In all three postoperative periods investigated, the mean rate of spontaneous activity was the same in A neurons that responded to sympathetic stimulation and A neurons that did not. 7. The results show that nerve injury triggers sympathetic-sensory coupling within rat DRGs. Excitatory coupling is preferentially present in the period shortly after nerve injury, and is subsequently replaced by suppressive coupling. This suggests that there is a gradual change in the underlying coupling mechanism.

Variability in somatosensory cortical neuron discharge: effects on capacity to signal different stimulus conditions using a mean rate code

1978 ◽  
Vol 41 (2) ◽  
pp. 338-349 ◽  
Author(s):  
R. C. Schreiner ◽  
G. K. Essick ◽  
B. L. Whitsel
Keyword(s):  
Firing Rate ◽  
Linear Equation ◽  
Cortical Neuron ◽  
Single Neuron ◽  
Rate Code ◽  
Firing Rates ◽  
Discrimination Criterion ◽  
The Mean ◽  
Change In Mean ◽  
The Relationship

1. The present study is based on the demonstration (8, 9) that the relationship between mean interval (MI) and standard deviation (SD) for stimulus-driven activity recorded from SI neurons is well fitted by the linear equation SD = a X MI + b and on the observations that the values of the slope (a) and y intercept (b) parameters of this relationship are independent of stimulus conditions and may vary widely from one neuron to the next (8). 2. A criterion for the discriminability of two different mean firing rates requiring that the mean intervals of their respective interspike interval (ISI) distributions be separated by a fixed interval (expressed in SD units) is developed and, on the basis of this criterion, a graphical display of the capacity of a neuron with a known SD-MI relationship to reflect a change in stimulus conditions with a change in mean firing rate is derived. Using this graphical approach, it is shown that the parameters of the SD-MI relationship for a single neuron determine a range of firing frequencies, within which that neuron exhibits the greatest capacity to signal differences in stimulus conditions using a frequency code. 3. The discrimination criterion is modified to incorporate the changes in the symmetry of the ISI distribution observed to accompany changes in mean firing rate. It is shown that, although the observed symmetry changes do influence the capacity of a cortical neuron to signal a change in stimulus conditions with a change in mean firing rate, they do not alter the range of firing rates (determined by the parameters of the SD-MI relationship) within which the capacity for discrimination is maximal. 4. The maximal number of firing levels that can be distinguished by a somatosensory cortical neuron (using the same discrimination criterion described above) discharging within a specified range of mean frequencies also is demonstrated to depend on the parameters of the linear equation which relates SD to MI. 5. Two approaches based on the t test for differences between two means are developed in an attempt to ascertain the minimum separation of the mean intervals of the ISI distributions necessary for two different mean firing rates to be discriminated with 80% certainty.

Effects of chronic spinalization on ankle extensor motoneurons. I. Composite monosynaptic Ia EPSPs in four motoneuron pools

1994 ◽  
Vol 71 (4) ◽  
pp. 1452-1467 ◽  
Author(s):  
S. Hochman ◽  
D. A. McCrea
Keyword(s):  
Rise Time ◽  
Statistical Significance ◽  
Mean Amplitude ◽  
Significant Rise ◽  
Medial Gastrocnemius ◽  
Membrane Properties ◽  
Pooled Data ◽  
Extensor Motoneuron ◽  
The Mean ◽  
Stimulation Of

1. We examined the effects of 6-wk chronic spinalization at the L1-L2 level on composite monosynaptic Ia excitatory postsynaptic potentials (EPSPs) recorded in medial gastrocnemius (MG), lateral gastrocnemius (LG), soleus (SOL), and plantaris (PL) motoneurons. Amplitudes, rise times, and half-widths of composite monosynaptic Ia EPSPs evoked by low-strength electrical stimulation of peripheral nerves were measured in barbiturate-anesthetized cats and compared between unlesioned and chronic spinal preparations. 2. The mean amplitude of homonymous composite Ia EPSPs evoked by 1.2 times threshold (1.2T) stimulation and recorded in all four ankle extensor motoneuron pools increased 26% in chronic spinal animals compared with unlesioned controls. There was also an increased incidence of large-amplitude, short-rise time EPSPs. When the same data were separated according to individual motoneuron species, homonymous EPSP amplitudes in MG motoneurons were found to be unchanged. EPSPs recorded in LG motoneurons and evoked by stimulation of the combined LG and SOL nerve were increased by 46%. Mean EPSP amplitudes recorded in both SOL and PL motoneurons were larger after spinalization but statistical significance was only achieved when values from SOL and PL were combined to produce a larger sample size. 3. In LG motoneurons from chronic spinal animals, all EPSPs evoked by 1.2T stimulation of the LGS nerve were > or = 0.5 mV in amplitude. In unlesioned preparations, one fourth of the LG cells had EPSPs that were < or = 0.2 mV. 4. The mean amplitude of heteronymous EPSPs evoked by 2T stimulation of LGS and MG nerves and recorded in MG and LG motoneurons, respectively, doubled in size after chronic spinalization. Because homonymous EPSP amplitudes were unchanged in MG motoneurons, synaptic mechanisms and not passive membrane properties are likely responsible for increased heteronymous EPSP amplitudes in MG. 5. The mean 10-90% rise time of homonymous composite Ia EPSPs in pooled data from all motoneurons decreased 21% in 6-wk chronic spinal animals. Unlike EPSP amplitude, significant rise time decreases were found in all four motoneuron pools. Compared with the other motoneuron species, the mean homonymous rise time recorded in MG motoneurons was shortest and decreased the least in chronic spinal animals. Rise times of heteronymous Ia EPSPs in MG and LG motoneurons also decreased. The maximum rate of rise of homonymous EPSPs increased in all four motoneuron species. 6. The mean half-widths of Ia composite EPSPs decreased in 6-wk spinalized preparations in all motoneuron species.(ABSTRACT TRUNCATED AT 400 WORDS)

scholarly journals Is the Mean Firing Rate versus Recruitment Threshold Relationship Linear?

2019 ◽  
Vol 51 (Supplement) ◽  
pp. 344-345
Author(s):  
Kylie K. Harmon ◽  
Ryan M. Girts ◽  
Robert J. MacLennan ◽  
Matt S. Stock
Keyword(s):  
Firing Rate ◽  
Recruitment Threshold ◽  
Rate Versus ◽  
The Mean
Sign in / Sign up

Export Citation Format

Share Document