1
The Functional Role of Theta Band Activity in Visuospatial Working Memory Janina Jochim 1 , Eelke Spaak 1 , Lisa Lin 2 , & Mark Stokes 1 Contact: [email protected] Introduction Task 1 Department of Experimental Psychology, University of Oxford 2 Department of Psychiatry, University of California, San Franscisco, United States Start Memory Items Delay Probe 300 ms 100 ms Response Feedback 20 ms C D K M Participants (n = 20) were presented with either two (low-load condition) or four (high-load condition) different shapes. After a delay period of three seconds, one of the stimuli re-occured at the centre of the screen and participants indicated the location in which they had previously seen this shape. EEG recordings were taken from 60 scalp-electrodes. Fz F1 F2 Results -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 Recent electroencephalogram (EEG) studies suggest that neural oscillations at the theta band (4-8 Hz) recorded at frontal electrodes (e.g., Fz) are involved in active maintenance of working memory (WM) information (e.g., Roberts, Hsieh, & Ranganath, 2013). In rodents, frontal theta seems to occur at specific phase of hippocampal theta oscillations (e.g., Gordon, 2011). In humans, hippocampal theta increases with working memory load (Axmacher et al., 2010). Theta distribution Electrodes of interest: Fz, F1, F2 -0.03 -0.02 -0.01 0 0.01 0.02 0.03 Conclusion References Axmacher, N., Henseler, M. M., Jensen, O., Weinreich, I., Elger, C. E. & Fell, J. (2010). Cross-frequency coupling supports multi-item working memory in the human hippocampus. Proc Natl Acad Sci, 107(7), p.3228-3233; Gordon, J. A. (2011). Oscillations and hippocampal-prefrontal synchrony. Current Opinion in Neurobiology, 21, p. 486 - 491; Hsieh, L.-T., Ekstrom A.D., & Ranganath, C. (2011). Neural oscillations associated with item and temporal order maintenance in working memory. Journal of Neuroscience, 31, p. 10803-10810; Lisman, J.E., & Jensen, O. (2013). The theta-gamma neural code. Neuron, 77, p.1002-1016; Roberts, B. M., Hsieh, L.- T., & Ranganath, C. (2013). Oscillatory activity during maintenance of spatial and temporal information in working memory. Neuropsychologia, 51, p.349-357. O b j e c t i v e s : The current study aimed to find out if FMT increases with load even in the absence of a sequential component in order to clarify the functional significance of theta in human memory processes. It has been speculated that frontal midline theta (FMT) provides a mechanism through which the sequence order between individual items is retained in memory (e.g., Hsieh, Ekstrom, & Ranganath, 2011; Lisman & Jensen, 2013). Theta power increased with memory load during the delay Delay period theta power did not vary with accuracy or reaction time H i g h m e m o r y l o a d Reaction time (s) -1 0 1 2 3 4 5 6 7 -1 0 1 2 3 4 5 6 7 L o w m e m o r y l o a d L o w m e m o r y l o a d 0.97 0.965 0.96 0.955 0.95 0.945 0.94 High Theta Low Theta 0.53 0.525 0.52 0.515 0.51 0.505 0.5 0.495 Accuracy -1 0 1 2 3 4 5 6 7 0.875 0.87 0.865 0.855 0.85 0.845 0.84 0.86 High Theta Low Theta Time (s) Time (s) Time (s) H i g h m e m o r y l o a d 0 -1 1 2 3 4 5 6 7 0.785 0.78 0.775 0.77 0.765 0.76 0.755 0.75 0.745 0.74 Time (s) Contrast between high vs. low load shows significant differences over the frontal lobe. (unpublished hippocampal data) The present study shows that FMT power increases with the number of items maintained in WM even when these items are not presented sequentially. This suggests that FMT does not necessarily reflect the maintenance of temporal order of memory items. Our results suggest that FMT could reflect the number of items in visuospatial WM, however power in the delay period did not vary with WM performance. Therefore, it remains possible that FMT simply reflects task difficulty. Further research is required to pinpoint the role of FMT in WM. Reaction time (s) Accuracy Mean (Fz, F1, F2)/1 High Load Low Load Delay

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The Functional Role of Theta Band Activity in Visuospatial Working MemoryJanina Jochim1, Eelke Spaak1, Lisa Lin2, & Mark Stokes1

Contact: [email protected]

Introduction

Task

1 Department of Experimental Psychology, University of Oxford 2 Department of Psychiatry, University of California, San Franscisco, United States

Start Memory Items Delay Probe

300 ms100 ms

Response Feedback

20 ms

C

D K

M

Participants (n = 20) were presented with either two (low-load condition) or four (high-load condition) different shapes. After a delay period of three seconds, one of the stimuli re-occured at the centre of the screen and participants indicated the location in which they had previously seen this shape. EEG recordings were taken from 60 scalp-electrodes.

FzF1 F2

Results

-0.8

-0.6

-0.4

-0.2

0

0.2

0.4

0.6

0.8

Recent electroencephalogram (EEG) studies suggest that neural oscillations at the theta band (4-8 Hz) recorded at frontal electrodes (e.g., Fz) are involved in active maintenance of working memory (WM) information (e.g., Roberts, Hsieh, & Ranganath, 2013).

In rodents, frontal theta seems to occur at specific phase of hippocampal theta oscillations (e.g., Gordon, 2011). In humans, hippocampal theta increases with working memory load (Axmacher et al., 2010).

Theta distribution Electrodes of interest: Fz, F1, F2

-0.03

-0.02

-0.01

0

0.01

0.02

0.03

Conclusion

ReferencesAxmacher, N., Henseler, M. M., Jensen, O., Weinreich, I., Elger, C. E. & Fell, J. (2010). Cross-frequency coupling supports multi-item working memory in the human hippocampus. Proc Natl Acad Sci, 107(7), p.3228-3233; Gordon, J. A. (2011). Oscillations and hippocampal-prefrontal synchrony. Current Opinion in Neurobiology, 21, p. 486 - 491; Hsieh, L.-T., Ekstrom A.D., & Ranganath, C. (2011). Neural oscillations associated with item and temporal order maintenance in working memory. Journal of Neuroscience, 31, p. 10803-10810; Lisman, J.E., & Jensen, O. (2013). The theta-gamma neural code. Neuron, 77, p.1002-1016; Roberts, B. M., Hsieh, L.-T., & Ranganath, C. (2013). Oscillatory activity during maintenance of spatial and temporal information in working memory. Neuropsychologia, 51, p.349-357.

Objectives: The current study aimed to find out if FMT increases with load even in the absence of a sequential component in order to clarify thefunctional significance of theta in human memory processes.

It has been speculated that frontal midline theta (FMT) provides a mechanism through which the sequence order between individual items is retained in memory (e.g., Hsieh, Ekstrom, & Ranganath, 2011; Lisman & Jensen, 2013).

Theta power increased with memory load during the delay

Delay period theta power did not vary with accuracy or reaction time High memory load

Rea

ctio

n t

ime

(s)

-1 0 1 2 3 4 5 6 7

-1 0 1 2 3 4 5 6 7

Low memory load

Low memory load

0.970.965

0.96

0.955

0.95

0.945

0.94

High Theta

Low Theta

0.530.5250.520.5150.510.5050.50.495

Acc

ura

cy

-1 0 1 2 3 4 5 6 7

0.8750.87

0.865

0.855

0.85

0.845

0.84

0.86

High Theta

Low Theta

Time (s)

Time (s) Time (s)

High memory load

0-1 1 2 3 4 5 6 7

0.7850.780.7750.770.7650.760.7550.750.7450.74

Time (s)

Contrast between high vs. low load shows significant differences over the frontal lobe.

(unpublished hippocampal data)

The present study shows that FMT power increases with the number of items maintained in WM even when these items are not presented sequentially. This suggests that FMT does not necessarily reflect the maintenance of temporal order of memory items.

Our results suggest that FMT could reflect the number of items in visuospatial WM, however power in the delay period did not vary with WM performance.

Therefore, it remains possible that FMT simply reflects task difficulty. Further research is required to pinpoint the role of FMT in WM.

Rea

ctio

n t

ime

(s)

Acc

ura

cy

Mean (Fz, F1, F2)/1

High Load Low Load

Delay