{"id":1190,"date":"2015-01-10T06:37:44","date_gmt":"2015-01-10T06:37:44","guid":{"rendered":"http:\/\/blog.nus.edu.sg\/biomm\/?page_id=1190"},"modified":"2021-03-28T03:41:00","modified_gmt":"2021-03-28T03:41:00","slug":"bn5209","status":"publish","type":"post","link":"http:\/\/www.labren.org\/mm\/teaching\/bn5209\/","title":{"rendered":"BN5209 Neurosensors and Signal Processing AY14\/15"},"content":{"rendered":"<p>BN5209 Neurosensors and Signal Processing Semester 2, 2014\/2015<\/p>\n<h2>SCHEDULE<\/h2>\n<p>Time period: 14-Jan-14 To 9-May-14<br \/>\nLecture Time:<\/p>\n<ul>\n<li>Tuesday: 5 pm &#8211; 7 pm (E3-06-04)<\/li>\n<li>Friday: 5 pm &#8211; 7 pm (EA-06-03)<\/li>\n<\/ul>\n<h3>Syllabus<\/h3>\n<ul>\n<li>Week 1: Jan 13,16<br \/>\nIntro to the Course (NT,HR)<br \/>\nIntro to Neurosciences (NT)<\/li>\n<li>Week 2: Jan 20,23<br \/>\nNeural recording methods: Microelectrodes, MEMS, optical neuro sensors (NT)<\/li>\n<li>Week 3: Jan 27,30<br \/>\nNeural recording methods: Neural circuits, amplifiers, telemetry, stimulation (NT)<\/li>\n<li>Week 4: Feb 3,6<br \/>\nIntroduction of BioSignal Processing (HR)<\/li>\n<li>Week 5: Feb 10,13<br \/>\nPrepare Student Seminars &#8211; paper selection<br \/>\nTime-Frequency-Spatial Analysis STFT (HR)<\/li>\n<li>Week 6: Feb 17, 20(holiday)<br \/>\nNeural signals (clinical applications)- EEG, evoked potentials (HR)<br \/>\nLab tutorial for Project I: Neural Signals and Analysis<\/li>\n<li>Recess Week Sat, 22 Feb 2014 ~ Sun, 2 Mar 2014<\/li>\n<li>Week 7: Mar 3,6<br \/>\nMultiple Dimensional Signal Processing (HR)<br \/>\nLab Project II: Application in neural systems<\/li>\n<li>Week 8: Mar 10,13 (eLearning)<br \/>\nStudent Reading Seminars 5209 (HR)<br \/>\nStudent Reading Seminars 6209&nbsp;(NT,HR)<\/li>\n<li>Week 9: Mar 17,20<br \/>\nBrain machine interfaces (NT)<br \/>\nEEG\/ECoG<\/li>\n<li>Week 10: Mar 24,27<br \/>\nBMI- Neural Spikes (NT)<br \/>\nOptical imaging: Cellular (microscopy), In Vivo (Speckle, Photoacoustic, OCT) (NT)<\/li>\n<li>Week 11: Mar 31, Apr 3<br \/>\nNeuroimaging and Image Processing (HR)<br \/>\nNeuroimaging fMRI (HR)<\/li>\n<li>Week 12:&nbsp;Apr 7,10<br \/>\nAdvanced Neurosignal Processing \/ Neurosurgical systems (HR)<br \/>\nApplications of neural signal processing&nbsp;(HR)<\/li>\n<li>Week 13: Apr 14,17<br \/>\nProject Reports (due before final)\/presentations (HR, NT)<\/li>\n<\/ul>\n<h3>Course Projects<\/h3>\n<p>1. EEG for brain state monitoring<br \/>\n2. EEG\/EMG Feature Identification during Elbow Flexion\/Extension<\/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. Major 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\" rel=\"noopener\">Neural Engineering, Edited by Bin He<\/a><br \/>\nSeminar papers<\/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>Take Home Tests (5 for 50%)<br \/>\nLabs\/Projects Reports + Presentations (2 for 20%)<br \/>\nSeminars (1 for 10%)<br \/>\nTake Home Final&nbsp;Exam(20% )<br \/>\n&nbsp;<\/p>\n<h3><a title=\"BN5209@IVLE\" href=\"http:\/\/ivle.nus.edu.sg\/lms\/public\/list_course_public.aspx?code=BN5209\" target=\"_blank\" rel=\"noopener\">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\" rel=\"noopener\">BN5209 Year 2012\/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\" rel=\"noopener\">BN5209, Year 2010\/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, 2014\/2015 SCHEDULE Time period: 14-Jan-14 To 9-May-14 Lecture Time: Tuesday: 5 pm &#8211; 7 pm (E3-06-04) Friday: 5 pm &#8211; 7 pm (EA-06-03) Syllabus Week 1: Jan 13,16 Intro to the Course (NT,HR) Intro to Neurosciences (NT) Week 2: Jan 20,23 Neural recording\u2026 <a class=\"continue-reading-link\" href=\"http:\/\/www.labren.org\/mm\/teaching\/bn5209\/\">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-1190","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\/1190","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=1190"}],"version-history":[{"count":1,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/posts\/1190\/revisions"}],"predecessor-version":[{"id":2928,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/posts\/1190\/revisions\/2928"}],"wp:attachment":[{"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/media?parent=1190"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/categories?post=1190"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/tags?post=1190"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}