An Analog VLSI Model of the Fly Elementary Motion Detector
Creators
Contributors
Abstract
Flies are capable of rapidly detecting and integrating visual motion information in behaviorly-relevant ways. The first stage of visual motion processing in flies is a retinotopic array of functional units known as elementary motion detectors (EMDs). Several decades ago, Reichardt and colleagues developed a correlation-based model of motion detection that described the behavior of these neural circuits. We have implemented a variant of this model in a 2.0µm analog CMOS VLSI process. The result is a low-power, continuous-time analog circuit with integrated photoreceptors that responds to motion in real time. The responses of the circuit to drifting sinusoidal gratings qualitatively resemble the temporal frequency response, spatial frequency response, and direction selectivity of motion-sensitive neurons observed in insects. In addition to its possible engineering applications, the circuit could potentially be used as a building block for constructing hardware models of higher-level insect motion integration.
Additional Information
© 1998 Massachusetts Institute of Technology. This work was supported by the Center for Neuromorphic Systems Engineering as a part of NSF's Engineering Research Center program, and by ONR. Reid Harrison is supported by an NDSEG fellowship from ONR. We thank Bradley Minch, Holger Krapp, and Rainer Deutschmann for invaluable discussions.Attached Files
Published - 1367-an-analog-vlsi-model-of-the-fly-elementary-motion-detector.pdf
Files
1367-an-analog-vlsi-model-of-the-fly-elementary-motion-detector.pdf
Additional details
Identifiers
- Eprint ID
- 64706
- Resolver ID
- CaltechAUTHORS:20160223-164719841
Related works
Funding
- Center for Neuromorphic Systems Engineering, Caltech
- NSF
- Office of Naval Research (ONR)
- National Defense Science and Engineering Graduate (NDSEG) Fellowship
Dates
- Created
-
2016-02-24Created from EPrint's datestamp field
- Updated
-
2019-10-03Created from EPrint's last_modified field
Caltech Custom Metadata
- Caltech groups
- Koch Laboratory (KLAB)
- Series Name
- Advances in Neural Information Processing Systems
- Series Volume or Issue Number
- 10