1.A head direction cell model based on a spiking neural network with landmark-free calibration.
Naigong YU ; Jingsen HUANG ; Ke LIN ; Zhiwen ZHANG
Journal of Biomedical Engineering 2025;42(5):970-976
In animal navigation, head direction is encoded by head direction cells within the olfactory-hippocampal structures of the brain. Even in darkness or unfamiliar environments, animals can estimate their head direction by integrating self-motion cues, though this process accumulates errors over time and undermines navigational accuracy. Traditional strategies rely on visual input to correct head direction, but visual scenes combined with self-motion information offer only partially accurate estimates. This study proposed an innovative calibration mechanism that dynamically adjusts the association between visual scenes and head direction based on the historical firing rates of head direction cells, without relying on specific landmarks. It also introduced a method to fine-tune error correction by modulating the strength of self-motion input to control the movement speed of the head direction cell activity bump. Experimental results showed that this approach effectively reduced the accumulation of self-motion-related errors and significantly enhanced the accuracy and robustness of the navigation system. These findings offer a new perspective for biologically inspired robotic navigation systems and underscore the potential of neural mechanisms in enabling efficient and reliable autonomous navigation.
Animals
;
Neural Networks, Computer
;
Calibration
;
Spatial Navigation/physiology*
;
Head Movements/physiology*
;
Neurons/physiology*
;
Models, Neurological
;
Head/physiology*
;
Action Potentials/physiology*
2.Effect and differentiation of spontaneous nystagmus of acute unilateral vestibulopathy on saccade in the video head impulse test.
Qiaomei DENG ; Xueqing ZHANG ; Chao WEN ; Xiaobang HUANG ; Taisheng CHEN ; Wei WANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2024;38(12):1122-1133
Objective:Exploring the performance characteristics of spontaneous nystagmus(SN) in video-head impulse test(vHIT) and its possible effects on saccade. Methods:Vestibular function tests such as vHIT and SN were conducted in 48 patients with acute unilateral vestibulopathy(AUVP). The saccade characteristics of vHIT in patients without SN and those with SN were analyzed, as well as the expression characteristics of SN in vHIT. Results:Among the 48 AUVP patients, there were 34 cases with SN, including 31 cases with saccade on the healthy side, 11 cases with both the same and opposite directions of eye movement, 19 with the opposite only, 1 with same direction only, and 3 cases without saccade. There were 14 patients without SN, of whom 10 showed saccade on the healthy side, including 4 with both eye movements in the same and opposite direction, 2 in the opposite direction only, 4 in the same direction only, and 4 without saccade. There is a correlation between reverse saccade on the healthy side and the presence of SN in patients. SN in vHIT can appear opposite to the direction of eye movement on the healthy side, while on the affected side it can appear the same as the direction of eye movement and may cause more discrete overt saccade. 32 patients in the acute phase(≤2 w), 29 patients with SN, SN intensity of(6.7 ± 3.2) °/s, and 3 patients without SN. 16 cases in non acute phase(>2 w), 5 cases with SN, SN intensity of(3.7 ± 2.1) °/s, and 11 cases without SN. In the acute phase there were 30 cases of saccade on the healthy side, 10 cases with both the same and opposite direction of eye movement, 18 cases with only the opposite direction, 2 cases with only the same direction and 2 cases without saccade. There is a correlation between the duration of the disease and the occurrence of reverse saccade on the healthy side. The intensity cut off point of SN for reverse saccade is 2.1 °/s in the healthy lateral semicircular canal vHIT. Conclusion:Compensatory saccades and SN waves with similar waveforms are mostly present in vHIT in AUVP patients. SN wave is in the opposite direction of the normal side and eye movement wave, and the affected side and dominant saccade direction are in the same direction and mixed together, which can affect the dispersion and amplitude of overt saccade in vHIT. Accurate identification of SN in vHIT of AUVP patients is not only the key factor to identify compensatory saccade, but also can provide help for the diagnosis and compensatory assessment of AUVP.
Humans
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Head Impulse Test/methods*
;
Nystagmus, Pathologic/physiopathology*
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Saccades/physiology*
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Male
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Female
;
Vestibular Diseases/physiopathology*
;
Middle Aged
;
Adult
;
Eye Movements/physiology*
;
Aged
3.Bionic model for coordinated head-eye motion control.
Journal of Biomedical Engineering 2011;28(5):895-900
The relationships between eye movements and head movements of the primate during gaze shifts are analyzed in detail in the present paper. Applying the mechanisms of neurophysiology to engineering domain, we have improved the robot eye-head coordination. A bionic control strategy of coordinated head-eye motion was proposed. The processes of gaze shifts are composed of an initial fast phase followed by a slow phase. In the fast phase saccade eye movements and slow head movements were combined, which cooperate to bring gaze from an initial resting position toward the new target rapidly, while in the slow phase the gaze stability and target fixation were ensured by the action of the vestibulo-ocular reflex (VOR) where the eyes and head rotate by equal amplitudes in opposite directions. A bionic gaze control model was given. The simulation results confirmed the effectiveness of the model by comparing with the results of neurophysiology experiments.
Bionics
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Eye Movements
;
physiology
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Fixation, Ocular
;
physiology
;
Head Movements
;
physiology
;
Humans
;
Ocular Physiological Phenomena
;
Orientation
;
Photic Stimulation
;
Reflex, Vestibulo-Ocular
;
physiology
;
Saccades
;
physiology
4.Influence of manipulation on arteria vertebralis morphology and blood flow speed of cervical vertigo.
Bing-Hua FAN ; Peng WANG ; Quan-Zhen XU
China Journal of Orthopaedics and Traumatology 2009;22(5):354-356
OBJECTIVETo discuss the influence of manipulation on cervical vertigo arteria vertebralis morphology and blood flow speed.
METHODSForty-five patients with cervical vertigo included 27 males and 18 females with an average age of 41.6 years old ranging from 25 to 60. The course of disease was from 2 weeks to 5 years. TCD were applied to test arteria vertebralis blood flow speed and 3D-CTA applied to inspect arteria vertebralis morphology as the observation targets. According to the morphology change different stage localization, the 3-step manipulation were adopt to observe the arteria vertebralis blood flow speed and the morphology influence.
RESULTSAfter cervical manipulation, the scoring of vertigo symptoms were improved remarkable (P<0.001); Among the patients of blood flow speed reduced and the patients of blood flow speed increased, the Vm before treament compared with after treament, there were statistical difference (P<0.01). The arteria vertebralis morphology partial patient had changed.
CONCLUSIONThe cervical manipulation exceptionally has the bidirectional control action to arteria vertebralis morphology change and blood flow speed in the cervical vertigo, and can cause the partial blood tubular-shaped condition to have the reversal changed.
Acupuncture Points ; Adult ; Aged ; Blood Flow Velocity ; Brain ; pathology ; physiopathology ; Cerebrovascular Circulation ; physiology ; Cervical Vertebrae ; physiopathology ; Exercise Therapy ; Female ; Head Movements ; Humans ; Male ; Manipulation, Spinal ; methods ; Middle Aged ; Risk Factors ; Vertebral Artery ; pathology ; physiopathology ; Vertigo ; diagnosis ; pathology ; physiopathology
5.Electromyography activities of the head, neck and upper trunk muscles with mandibular movement in normal adults.
Ting JIANG ; Zhaohui YANG ; Zhenkang ZHANG ; Hailan FENG
Chinese Journal of Stomatology 2002;37(6):431-434
OBJECTIVETo investigate the activities of head, neck and upper trunk muscles with mandibular movement in normal adults.
METHODSThe integral data of surface electromyography (EMG) had been recorded to analyze the activities of anterior temporal (Ta), posterior temporal (Tp), sternocleidomastoid (SCM) and trapezius (TRAP) muscles with mandibular movement in ten normal adults.
RESULTSThe former mentioned muscles acted constantly when the mandible was in the rest position. The activities of Ta, Tp and SCM muscles increased with protrusion of mandible, mouth opening, tapping, maximum clenching, and chewing movements. The amplitudes of the increased activity of these muscles were correlated significantly with each other. When the activities of Ta and Tp muscles increased to 56 times and 25 times respectively, the activity of SCM muscle increased to 5 - 6 times. The activity of trapezius muscle increased with protrusion of mandible and opening movement, but tended to stop with the maximum clenching and chewing movement. The correlations of left and right sides of the same muscles had been found.
CONCLUSIONSThe muscles of head, neck and upper trunk can act as contributors to keep the mandibular positions and take part in the mandibular movements.
Adult ; Electromyography ; Female ; Head Movements ; physiology ; Humans ; Male ; Mandible ; physiology ; Mastication ; physiology ; Movement ; Muscle, Skeletal ; physiology ; Neck Muscles ; physiology ; Range of Motion, Articular ; Shoulder ; physiology ; Temporomandibular Joint ; physiology

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