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Field-programmable encoding for address-event representation.

Prafull Purohit1, Rajit Manohar1

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This summary is machine-generated.

This study introduces a novel field-programmable address-event representation (FP-AER) encoding scheme for image sensors. FP-AER offers improved performance over traditional and event-based methods, optimizing bandwidth and power consumption.

Keywords:
FP-AERaddress-event representation (AER)arbitrationasynchronousevent-based communicationevent-based computingevent-drivenneuromorphic

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Area of Science:

  • Computer Engineering
  • Electrical Engineering
  • Image Sensor Technology

Background:

  • Conventional frame-based image sensors have high bandwidth and power demands due to full-frame readout.
  • Event-based sensors reduce data transmission using address-event representation (AER) but face latency issues with increased activity.
  • Existing AER protocols struggle with scalability and error rates in high-event scenarios.

Purpose of the Study:

  • To develop a novel image sensor readout scheme that combines the advantages of frame-based and event-based approaches.
  • To introduce a field-programmable address-event representation (FP-AER) encoding scheme for flexible image sensor operation.
  • To evaluate the performance of FP-AER against existing AER methods in imaging applications.

Main Methods:

  • Development of a new field-programmable AER (FP-AER) encoding scheme.
  • Implementation of a configurable readout design using field-programmable gate arrays (FPGAs) or similar technology.
  • Comparative performance analysis of FP-AER against conventional AER protocols under various imaging conditions.

Main Results:

  • The proposed FP-AER scheme successfully integrates benefits from both frame-based and event-based readout strategies.
  • FP-AER demonstrates superior performance compared to existing AER-based approaches in both scanning and event-driven readout modes.
  • The field-programmable nature allows for on-the-fly configuration, enhancing adaptability.

Conclusions:

  • FP-AER offers a significant advancement in image sensor technology by overcoming limitations of existing methods.
  • The proposed scheme provides a flexible and efficient solution for reducing bandwidth and power consumption in image sensors.
  • FP-AER represents a promising direction for next-generation intelligent imaging systems.