DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: The 4D Camera: An 87 kHz Direct Electron Detector for Scanning/Transmission Electron Microscopy

Journal Article · · Microscopy and Microanalysis
ORCiD logo [1];  [2];  [1];  [1];  [1];  [1];  [3];  [3];  [4];  [2];  [5];  [6];  [2];  [2];  [7];  [7];  [2];  [1];  [8];  [1] more »;  [8];  [1] « less
  1. Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States). National Center for Electron Microscopy and Molecular Foundry
  2. Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
  3. Univ. of California, Berkeley, CA (United States)
  4. Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States). Molecular Foundry
  5. Univ. of California, Berkeley, CA (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
  6. Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center (NERSC)
  7. Gatan, Inc., Pleasanton, CA (United States)
  8. Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States). National Center for Electron Microscopy and Molecular Foundry; Univ. of California, Berkeley, CA (United States)

We describe the development, operation, and application of the 4D Camera—a 576 by 576 pixel active pixel sensor for scanning/transmission electron microscopy which operates at 87,000 Hz. The detector generates data at ~480 Gbit/s which is captured by dedicated receiver computers with a parallelized software infrastructure that has been implemented to process the resulting 10–700 Gigabyte-sized raw datasets. The back illuminated detector provides the ability to detect single electron events at accelerating voltages from 30 to 300 kV. Through electron counting, the resulting sparse data sets are reduced in size by 10--300× compared to the raw data, and open-source sparsity-based processing algorithms offer rapid data analysis. The high frame rate allows for large and complex scanning diffraction experiments to be accomplished with typical scanning transmission electron microscopy scanning parameters.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities (SUF)
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
2462736
Journal Information:
Microscopy and Microanalysis, Journal Name: Microscopy and Microanalysis Journal Issue: 5 Vol. 30; ISSN 1431-9276
Publisher:
Microscopy Society of America (MSA)Copyright Statement
Country of Publication:
United States
Language:
English

References (52)

Narrowing of the Co-3d band related to the order–disorder phase transition in LiCoO2 journal August 2002
Beam-induced motion of vitrified specimen on holey carbon film journal March 2012
Influence of electron dose rate on electron counting images recorded with the K2 camera journal November 2013
Quantitative characterization of electron detectors for transmission electron microscopy journal December 2013
Active Pixel Sensors for electron microscopy
  • Denes, P.; Bussat, J. -M.; Lee, Z.
  • Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 579, Issue 2 https://doi.org/10.1016/j.nima.2007.05.308
journal September 2007
Cluster imaging with a direct detection CMOS pixel sensor in Transmission Electron Microscopy
  • Battaglia, Marco; Contarato, Devis; Denes, Peter
  • Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 608, Issue 2 https://doi.org/10.1016/j.nima.2009.07.017
journal September 2009
A high-speed area detector for novel imaging techniques in a scanning transmission electron microscope journal March 2009
Detective quantum efficiency of electron area detectors in electron microscopy journal August 2009
Position averaged convergent beam electron diffraction: Theory and applications journal January 2010
Ranking TEM cameras by their response to electron shot noise journal October 2013
Efficient phase contrast imaging in STEM using a pixelated detector. Part II: Optimisation of imaging conditions journal April 2015
Correcting nonlinear drift distortion of scanning probe and scanning transmission electron microscopies from image pairs with orthogonal scan directions journal March 2016
Electron ptychographic phase imaging of light elements in crystalline materials using Wigner distribution deconvolution journal September 2017
Patterned probes for high precision 4D-STEM bragg measurements journal February 2020
Integrated Differential Phase Contrast (iDPC) STEM: A New Atomic Resolution STEM Technique To Image All Elements Across the Periodic Table journal July 2016
Four-Dimensional Scanning Transmission Electron Microscopy (4D-STEM): From Scanning Nanodiffraction to Ptychography and Beyond journal May 2019
Fast Pixelated Detectors in Scanning Transmission Electron Microscopy. Part I: Data Acquisition, Live Processing, and Storage journal July 2020
Fast Pixelated Detectors in Scanning Transmission Electron Microscopy. Part II: Post-Acquisition Data Processing, Visualization, and Structural Characterization journal September 2020
py4DSTEM: A Software Package for Four-Dimensional Scanning Transmission Electron Microscopy Data Analysis journal May 2021
Automated Crystal Orientation Mapping in py4DSTEM using Sparse Correlation Matching journal February 2022
100,000 Diffraction Patterns per Second with Live Processing for 4D-STEM journal August 2022
A Three-Dimensional Reconstruction Algorithm for Scanning Transmission Electron Microscopy Data from a Single Sample Orientation journal June 2022
Spatial Mapping of Electrostatic Fields in 2D Heterostructures journal August 2021
Immunotargeting of Nanocrystals by SpyCatcher Conjugation of Engineered Antibodies journal October 2021
Confirmation of the Domino-Cascade Model by LiFePO 4 /FePO 4 Precession Electron Diffraction journal October 2011
Observation of polar vortices in oxide superlattices journal January 2016
Single crystal functional oxides on silicon journal February 2016
Ptychographic electron microscopy using high-angle dark-field scattering for sub-nanometre resolution imaging journal January 2012
Direct observation of local atomic order in a metallic glass journal November 2010
Differential phase-contrast microscopy at atomic resolution journal June 2012
Diffraction imaging of nanocrystalline structures in organic semiconductor molecular thin films journal June 2019
Towards data-driven next-generation transmission electron microscopy journal October 2020
From nanoscale interface characterization to sustainable energy storage using all-solid-state batteries journal March 2020
Electron ptychography of 2D materials to deep sub-ångström resolution journal July 2018
Giant nonlinear optical responses from photon-avalanching nanoparticles journal January 2021
Indefinite and bidirectional near-infrared nanocrystal photoswitching journal May 2023
Direct Detection Electron Energy-Loss Spectroscopy: A Method to Push the Limits of Resolution and Sensitivity journal August 2017
Transmission Electron Microscopy of Defects in Alkali Halides journal November 1973
Strain mapping at nanometer resolution using advanced nano-beam electron diffraction journal June 2015
Non-spectroscopic composition measurements of SrTiO 3 -La 0.7 Sr 0.3 MnO 3 multilayers using scanning convergent beam electron diffraction journal February 2017
Phase reconstruction using fast binary 4D STEM data journal March 2020
Detectors—The ongoing revolution in scanning transmission electron microscopy and why this important to material characterization journal November 2020
From STEM to 4D STEM: Ultrafast Diffraction Mapping with a Hybrid-Pixel Detector journal April 2023
Structure Retrieval at Atomic Resolution in the Presence of Multiple Scattering of the Electron Probe journal December 2018
Real-Time Interactive 4D-STEM Phase-Contrast Imaging From Electron Event Representation Data: Less computation with the right representation journal January 2022
3D structure of individual nanocrystals in solution by electron microscopy journal July 2015
Critical differences in 3D atomic structure of individual ligand-protected nanocrystals in solution journal April 2020
Electron ptychography achieves atomic-resolution limits set by lattice vibrations journal May 2021
Hyperspectral imaging of exciton confinement within a moiré unit cell with a subnanometer electron probe journal December 2022
TEM Study of Electrochemical Cycling-Induced Damage and Disorder in LiCoO[sub 2] Cathodes for Rechargeable Lithium Batteries journal January 1999
Smart Align—a new tool for robust non-rigid registration of scanning microscope data journal July 2015
Sub-Ångstrom electric field measurements on a universal detector in a scanning transmission electron microscope journal August 2018