Back

FloBuzz: A Modular Feeder System for Automated Aversive Conditioning in Bees

Gultekinoglu, E.; Erdem, B.; Botasun, A.; Arslan, O. C.; Sevin, S.; Gozen, A. G.; Alemdar, H.; Sahin, E.; Turgut, A. E.

2026-02-10 animal behavior and cognition
10.64898/2026.02.08.704633 bioRxiv
Show abstract

Understanding how environmental stressors affect pollinator behavior is essential for assessing ecosystem health. Automated flower and robotic feeder systems (AFRFSs) have transformed how pollinator foraging and learning are studied. Still, most systems remain reward-centric, limiting their ability to probe aversive learning and nociception under field conditions. Here, we present FloBuzz, a modular AFRFS that couples automated reward delivery with computer-vision-based visit detection to trigger closed-loop electric-shock stimulation in free-flying honey bees. In our setup, FloBuzz consisted of a 3D-printed feeder with a shock grid, a syringe pump with fluid-level feedback, and an electric shock stimulus trigger module that applied user-defined shock patterns. In a proof-of-concept trial that alternated between shock-free, 6 V, and shock-free, 9 V intervals, bee visitation increased over time during shock-free periods but declined during shock periods, with a steeper decline at 9 V than at 6 V, demonstrating a voltage-dependent avoidance. By enabling programmable, time-resolved aversive stimulation at an artificial flower in outdoor conditions, FloBuzz expanded AFRFS capabilities beyond purely reward-based paradigms. Evidently, FloBuzzs modular design will permit the investigation of diverse behavioral paradigms, including studies of toxin exposure, cognitive plasticity, and reward processing.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
Journal of Experimental Biology
249 papers in training set
Top 0.2%
19.4%
2
PLOS ONE
4510 papers in training set
Top 11%
15.3%
3
Scientific Reports
3102 papers in training set
Top 5%
10.5%
4
Nature Communications
4913 papers in training set
Top 24%
7.5%
50% of probability mass above
5
Methods in Ecology and Evolution
160 papers in training set
Top 0.7%
4.5%
6
Cell Reports Methods
141 papers in training set
Top 0.7%
3.7%
7
iScience
1063 papers in training set
Top 8%
2.5%
8
eLife
5422 papers in training set
Top 33%
2.5%
9
Frontiers in Bioengineering and Biotechnology
88 papers in training set
Top 0.8%
2.5%
10
Communications Biology
886 papers in training set
Top 5%
2.2%
11
PLOS Biology
408 papers in training set
Top 6%
2.2%
12
Frontiers in Behavioral Neuroscience
46 papers in training set
Top 0.3%
2.2%
13
Bioinspiration & Biomimetics
13 papers in training set
Top 0.1%
1.5%
14
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 36%
1.4%
15
Open Research Europe
14 papers in training set
Top 0.1%
1.3%
16
BMC Biology
248 papers in training set
Top 2%
1.2%
17
HardwareX
16 papers in training set
Top 0.2%
1.2%
18
Nature Human Behaviour
85 papers in training set
Top 3%
0.9%
19
Science Advances
1098 papers in training set
Top 27%
0.8%
20
eneuro
389 papers in training set
Top 9%
0.8%
21
Nature Machine Intelligence
61 papers in training set
Top 3%
0.8%
22
Journal of The Royal Society Interface
189 papers in training set
Top 5%
0.7%
23
PLOS Computational Biology
1633 papers in training set
Top 27%
0.7%
24
Journal of Neuroscience Methods
106 papers in training set
Top 2%
0.7%
25
Proceedings of the Royal Society B: Biological Sciences
341 papers in training set
Top 7%
0.7%
26
Current Biology
596 papers in training set
Top 15%
0.7%
27
Insects
36 papers in training set
Top 1%
0.5%
28
Journal of Neurogenetics
11 papers in training set
Top 0.1%
0.5%
29
Lab on a Chip
88 papers in training set
Top 1%
0.5%