skip to main content

DOE PAGESDOE PAGES

This content will become publicly available on April 27, 2019

Title: International Neuroscience Initiatives through the Lens of High-Performance Computing

Neuroscience initiatives aim to develop new technologies and tools to measure and manipulate neuronal circuits. In this paper, to deal with the massive amounts of data generated by these tools, the authors envision the co-location of open data repositories in standardized formats together with high-performance computing hardware utilizing open source optimized analysis codes.
Authors:
 [1] ;  [2] ;  [3] ;  [4] ;  [5] ;  [6] ;  [7] ;  [8] ;  [9] ;  [10] ;  [11] ;  [12] ;  [13] ;  [14]
  1. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Neural Systems and Engineering Lab.; Univ. of California, Berkeley, CA (United States). Helen Wills Neuroscience Inst.
  2. Sandia National Lab. (SNL-NM), Albuquerque, NM (United States). Center for Computing Research
  3. Kavli Foundation, Los Angeles, CA (United States)
  4. Google, Mountain View, CA (United States); Stanford Univ., CA (United States)
  5. Forschungszentrum Julich (Germany). Inst. of Neuroscience and Medicine (INM-6). Computational and Systems Neuroscience
  6. Forschungszentrum Julich (Germany). Inst. of Neuroscience and Medicine (INM-6). Computational and Systems Neuroscience. Inst. for Advanced Simulation (IAS-6). Theoretical Neuroscience
  7. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Computer Architecture Group
  8. Univ. of California, San Francisco, CA (United States). Dept. of Physiology. Howard Hughes Medical Inst.
  9. Argonne National Lab. (ANL), Argonne, IL (United States); Univ. of Chicago, IL (United States). Dept. of Neurobiology
  10. Allen Inst. for Brain Science, Seattle, WA (United States)
  11. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Computational Research Division
  12. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
  13. Univ. of California, Berkeley, CA (United States). Redwood Center for Theoretical Neuroscience. Helen Wills Neuroscience Inst.
  14. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center
Publication Date:
Grant/Contract Number:
AC02-05CH11231
Type:
Accepted Manuscript
Journal Name:
Computer
Additional Journal Information:
Journal Volume: 51; Journal Issue: 4; Journal ID: ISSN 0018-9162
Publisher:
IEEE
Research Org:
Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
Sponsoring Org:
USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR) (SC-21)
Country of Publication:
United States
Language:
English
Subject:
neuroscience; neuroscience initiatives; brain; high performance computing; HPC; data; data analysis; scientific computing
OSTI Identifier:
1461981