Brief Summary:This early phase I trial studies how well transcranial direct current stimulation works in reducing pain in cancer patients with chemotherapy induced peripheral neuropathy. Transcranial direct current stimulation is used for patients with brain injuries such as strokes as well as for mental health issues such as depression and may help to control pain in cancer patients with chemotherapy induced peripheral neuropathy.