Skipper CCD

The Skipper CCD concept was proposed 27 years ago, but only now has the concept been fully brought to fruition. For the first time, the number of electrons in each pixel, across a large CCD consisting of millions of pixels, can be counted precisely. This is irrespective if the pixel contains only zero or one electron, or if it contains more than 1000 electrons.


The SENSEI sensors were developed at Lawrence Berkeley National Laboratory MicroSystems Lab as part of the LBL Laboratory Directed Research and Development Program. The sensor are 200 μm thick and is composed of 15μm×15μm square pixels arranged in a 4126 × 866 array.


The figure shows a simplified diagram of the Skipper CCD output stage. At the begining of the read all the charge is drained from the sense node (SN), then the summing-well gate (SG) phase is raised to transfer the charge packet to the SN and conclude the readout of the first sample. To take the second sample, the output gate (OG) and SG phase are lowered moving the charge packet in the SN back under the SG phase and the reference voltage of the SN is restored applying a pulse to the RG. This cycle can be repeated to sample the same charge packet multiple times.

The readout noise decreases with the number of non-destructive samples taken.

Black points show the standard deviation of the empty pixels distribution as a function of the number of averaged samples. The red line is the theoretical expectation assuming independent, uncorrelated samples. The number of readout samples can be dynamically configured on a per pixel basis.

Dark Matter

A primary goal of particle physics research today is to identify the dark matter particles that make up 85% of the Universe’s matter. Hidden-sector dark matter (including axion-like particles) with eV-to-GeV masses is a rich but remarkably under-explored possibility that has been receiving increased attention in the last few years. Moreover, several model scenarios exist with sharp theory targets in parameter spaces. New ultra-sensitive detectors are required to probe these models.

SENSEI’s ability to precisely count the number of electrons in a pixel has a significant and immediate impact on searches for rare events. For example, dark matter can scatter off bound electrons in the silicon CCD, creating one or more free electrons. SENSEI can measure these tiny depositions of electric charge in each pixel allowing for unprecedented sensitivity.

The Figure below shows one striking example, in which interactions between dark matter and electrons are mediated by an ultralight dark photon. A 1-gram detector taking data for only 2 hours will already probe unexplored parameter space beyond XENON10/100 (blue shaded regions). A 10-gram detector running for 10 days will probe a compelling theory target in which dark matter interacting with an ultralight mediator (mass << keV) obtains the observed relic abundance through “freeze-in” (thick green line), while a 100-gram detector will probe this theory target over five orders of magnitude in mass.

A few more examples are given in the figure below, where SENSEI’s reach is shown with red lines. Here the various orange lines denote four theory targets in parameter space where dark matter can obtain the observed relic abundance:

  1. Elastic Scalar: along this line, a scalar particle obtains the observed or a subdominant relic abundance from thermal freeze-out (the line is the same for both cases).
  2. Asymmetric Fermion – above this line, a fermionic particle can obtain the correct relic abundance from an initial asymmetry and evades constraints from the Cosmic Microwave background.
  3. ELDER: along this line, a scalar particle’s abundance is set by its elastic scattering cross section with Standard Model particles.
  4. SIMP: above this line (up to the “elastic scalar” line) a strongly interacting massive particle (SIMP) obtains the correct relic abundance from 3-to-2 dark-matter to dark-matter annihilations while remaining at the same temperature as Standard Model particles through elastic scattering.

Gray shaded regions indicate existing constraints from beam-dumps, colliders, and searches for elastic nuclear recoils.

Other dark matter candidates, beyond those mentioned here, can be probed. We refer interested readers to the Additional Materials.



  • Fermilab
  • Lawrence Berkeley National Laboratory
  • Stony Brook University
  • Tel Aviv University


R. Essig, S. Holland, M. Sofo-Haro, J. Tiffenberg, T. Volansky, T. Yu

other applications

SENSEI technology will impact other scientific areas and enable:

  • Table-top search for low-energy neutrino oscillations to probe for sterile neutrinos.
  • New measurements of coherent neutrino-nucleus scattering
  • A factor of two reduction in exposure times for the imaging of terrestrial exoplanets.
The SENSEI team has established collaborations with these projects.

Additional material


Presentations, posters & notes

Papers relevant for direct-detection of Sub-GeV Dark Matter

Existing limits from XENON10 and XENON100 data