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Did it do this before the battery replacement?
Check the battery cables and where they mount to the fuse box under the hood. Make sure the connections are lean and tight. Loose connections can cause the very same problem.
make sure all the corrosion is cleaned of the cable ends and double check the ground cable at the starter bolt.
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