{"id":2681,"date":"2013-03-30T06:06:22","date_gmt":"2013-03-30T06:06:22","guid":{"rendered":"http:\/\/blog.nus.edu.sg\/biomm\/?page_id=346"},"modified":"2013-03-30T06:06:22","modified_gmt":"2013-03-30T06:06:22","slug":"bn5209-neurosensors-and-signal-processing-2","status":"publish","type":"post","link":"http:\/\/www.labren.org\/mm\/teaching\/bn5209-neurosensors-and-signal-processing-2\/","title":{"rendered":"BN5209 Neurosensors and Signal Processing AY12\/13"},"content":{"rendered":"<p>BN5209 Neurosensors and Signal Processing Semester 2, 2012\/2013<\/p>\n<h2>SCHEDULE<\/h2>\n<p>Time period: 15-Jan-13 To 10-May-13<br \/>\nLecture Time:<\/p>\n<ul>\n<li>Tuesday: 4:30 pm &#8211; 6:30 pm (SINAPSE)<\/li>\n<li>Thursday: 4:30 pm &#8211; 6:30 pm (SINAPSE)<\/li>\n<\/ul>\n<h3>Syllabus<\/h3>\n<ul>\n<li>Week 1: Mon 14 Jan \u2013 Fri 18 Jan 2013<br \/>\n<a href=\"W1_CourseIntroduction.pptx\" target=\"_blank\">Introduction to the Course<\/a> and <a href=\"W1_Neurophysiology.pptx\" target=\"_blank\">Introduction to Neurosciences<\/a>, <a href=\"W1_NeurosciencesCellBiology.pptx\" target=\"_blank\">Neurophysiology<\/a><br \/>\n<a href=\"Week_1_Questions_Cell_Electrophysiology.pdf\" target=\"_blank\">(Quiz)<\/a><\/li>\n<li>Week 2: Mon 21 Jan \u2013 Fri 25 Jan 2013<br \/>\nNeural recording methods: Microelectrodes, MEMS, optical neuro sensors<br \/>\n(<a href=\"Lecture%203_Neural%20Recording_Electrodes.pptx\" target=\"_blank\">Notes<\/a>) (<a href=\"Week_3_Garrick_Circuits_exercises.pdf\" target=\"_blank\">Quiz<\/a>)<\/li>\n<li>Week 3: Mon 28 Jan \u2013 Fri 1 Feb 2013<br \/>\nNeural recording methods: Neural circuits, amplifiers, telemetry, stimulation<br \/>\n(<a href=\"Lecture%204_Neural%20Recording_Circuits.ppt\" target=\"_blank\">Notes<\/a>)(<a href=\"Week_3_Sudip_Exercises_Advanced.pdf\" target=\"_blank\">Quiz 1<\/a>, <a href=\"Week_3_Sudip_Exercises.pdf\" target=\"_blank\">Quiz 2<\/a>)<\/li>\n<li>Week 4: Mon 4 Feb \u2013 Fri 8 Feb 2013<br \/>\nIntroduction of Signal Processing (<a href=\"Lecture-Ren-IntroductionofBiomedicalSignalProcessingPart2.pdf\">Notes<\/a>)<\/li>\n<li>Week 5: Mon 11 Feb \u2013 Fri 15 Feb 2013<br \/>\nNeural signals (basic science) &#8211; action potentials (spikes) and analysis<br \/>\n(<a href=\"W5_NeuralSignal-ERP.pptx\" target=\"_blank\">Notes<\/a>)<\/li>\n<li>Week 6: Mon 18 Feb \u2013 Fri 22 Feb 2013<br \/>\nNeural signals (clinical applications)- EEG, evoked potentials<br \/>\n(W6_Part1SpikeDataAnalysis.pdf;W6_Part2ElectrophysiologicalBasisOfNeuralRecordings_Kaiquan.ppt;W6_EEG_EP_NeuralSignalsClinical)<\/li>\n<li>Week 7: Mon 4 Mar \u2013 Fri 8 Mar 2013<br \/>\nBrain machine interfaces (<a href=\"Neurosensor%20Lectures\/W7_BMIBCI\" target=\"_blank\">Notes<\/a>)<\/li>\n<li>Week 8: 11 Mar \u2013 Fri 15 Mar 2013<br \/>\nMultiple Dimensional Signal Processing (<a href=\"W8_MultiDimSignalProcessing.pdf\" target=\"_blank\">Notes<\/a>) (<a href=\"Week_8_csft-assignment.pdf\" target=\"_blank\">Quiz<\/a>)<\/li>\n<li>Week 9: Mon 18 Mar \u2013 Fri 22 Mar 2013<br \/>\nNeuroimaging and Neurosurgery (<a href=\"W9_NeuroimagingAndNeurosurgery\" target=\"_blank\">Notes<\/a>)<\/li>\n<li>Week 10: Mon 25 Mar \u2013 Fri 29 Mar 2013<br \/>\nOptical imaging: Cellular (microscopy), In Vivo (speckle, Photoacoustic, OCT)<\/li>\n<li>Week 11: Mon 1 Apr \u2013 Fri 5 Apr 2013<br \/>\nNeurosurgical systems and Image Processing<\/li>\n<li>Week 12: Mon 8 Apr \u2013 Fri 12 Apr 2013<br \/>\nApplications of neural interfaces (peripheral and central cortical)<\/li>\n<li>Week 13: Mon 15 Apr \u2013 Fri 19 Apr 2013<br \/>\nProject Reports\/presentations<\/li>\n<\/ul>\n<h3>Course Projects<\/h3>\n<p>Please log in <a href=\"https:\/\/www.dropbox.com\/home\/Neurosensor%20Lectures\/\" target=\"_blank\">dropbox <\/a>to view the materials.<br \/>\n1. <a href=\"https:\/\/www.dropbox.com\/home\/Neurosensor%20Lectures\/LabProject1\" target=\"_blank\">EEG for brain state monitoring<\/a><br \/>\n2. <a href=\"https:\/\/www.dropbox.com\/home\/Neurosensor%20Lectures\/LabProject2\" target=\"_blank\">EEG\/EMG Feature Identification during Elbow Flexion\/Extension<\/a><\/p>\n<h2>AIMS &amp; OBJECTIVES<\/h2>\n<p>This module teaches students the advanced neuroengineering principles ranging from basic neuroscience introduction to neurosensing technology as well as advanced signal processing techniques. \u00a0Major topics include: introduction to neurosciences, neural recording methods, neural circuits, amplifiers, telemetry, stimulation, sensors for measuring the electric field and magnetic field of the brain in relation to brain activities, digitization of brain activities, neural signal processing, brain machine interfaces, neurosurgical systems and applications of neural interfaces. The module is designed for students at Master and PhD levels in Engineering, Science and Medicine.<\/p>\n<h2>PREREQUISITES<\/h2>\n<p>Basic probability<br \/>\nBasic circuits<br \/>\nLinear algebra (matrix\/vector)<br \/>\nMatlab or other programming<br \/>\nRecommended Textbooks: <a href=\"http:\/\/books.google.com.sg\/books\/about\/Neural_Engineering.html?id=iw9pi1otD1EC&amp;redir_esc=y\" target=\"_blank\">Neural Engineering, Edited by Bin He<\/a><\/p>\n<h2>TEACHING MODES<\/h2>\n<p>The majority of the course will be in lecture-tutorial format. Some advanced topics will be in the formats of seminar and research presentations.<\/p>\n<h2>ASSESSMENT<\/h2>\n<p>In Class Quizzes (10 for 20% grade)<br \/>\nTake Home Tests (2 for 50% or Exam)<br \/>\nLabs\/Projects (3 for 30%)<\/p>\n<h3><a title=\"BN5209@IVLE\" href=\"http:\/\/ivle.nus.edu.sg\/lms\/public\/list_course_public.aspx?code=BN5209\" target=\"_blank\">IVLE Registration and Information<\/a><\/h3>\n<ul>\n<li><a href=\"https:\/\/ivle.nus.edu.sg\/lms\/public\/view_moduleoutline.aspx?CourseID=6E477A9F-4A04-4112-A967-B984754127AA&amp;ClickFrom=StuViewBtn\" target=\"_blank\">BN5209 Year\u00a02012\/2013, Semester 2<\/a><\/li>\n<li><a href=\"http:\/\/ivle.nus.edu.sg\/lms\/public\/view_moduleoutline.aspx?CourseID=B5D4F244-726B-4E34-A0D3-B9A28F6FED03&amp;ClickFrom=StuViewBtn\" target=\"_blank\">BN5209, Year\u00a02010\/2011, Semester 2<\/a><\/li>\n<\/ul>\n<p>&lt;!&#8211;<\/p>\n<h3>Lectures and Guest Lectures<\/h3>\n<p>&#8211;&gt;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>BN5209 Neurosensors and Signal Processing Semester 2, 2012\/2013 SCHEDULE Time period: 15-Jan-13 To 10-May-13 Lecture Time: Tuesday: 4:30 pm &#8211; 6:30 pm (SINAPSE) Thursday: 4:30 pm &#8211; 6:30 pm (SINAPSE) Syllabus Week 1: Mon 14 Jan \u2013 Fri 18 Jan 2013 Introduction to the Course and Introduction to Neurosciences, Neurophysiology\u2026 <a class=\"continue-reading-link\" href=\"http:\/\/www.labren.org\/mm\/teaching\/bn5209-neurosensors-and-signal-processing-2\/\">Continue reading<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[42,37],"tags":[48],"class_list":["post-2681","post","type-post","status-publish","format-standard","hentry","category-bn5209","category-teaching","tag-48"],"_links":{"self":[{"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/posts\/2681","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/comments?post=2681"}],"version-history":[{"count":0,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/posts\/2681\/revisions"}],"wp:attachment":[{"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/media?parent=2681"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/categories?post=2681"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/tags?post=2681"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}