INTRODUCTION OF NEURAL NETWORK Essay

What do I expect from you?1. Be prep ard. Roughly go through the signifi piece of asst in the textbook before the class. 2. I am going to spoon-feed you with lots of questions These questions are designed to arouse your interest and to alleviate you to figure out most of the stop by your own thinkingYou bequeath have fun by actively participating in thinking and discussing these questions. It give be a waste of your prison term if you just call for to passively learn to the answers. 3. Do the homework assignments by yourself.You can discuss the questions with your classmates.But do non copy and paste4. Please purpose Anonymous Feedback in IVLE Tell me what you want from meWhat is the most important technology invented in 20th century? The digital calculator.How does the digital figurer process information?The computer performs binary operations according to a hearof instructions (program)How many operations can your laptop execute in one second?CPU step on it of 2 GHz 2 cardinal (109)What is the fastest speed of the supercomputer now? chinawares Tianhe-2 (2013)33.86 Petaflops (1015)USAs Cray giant (2012) 17.59 PetaflopsJapans K computer (2011) 10.5 PetaflopsHow many operations can a computer (with one CPU) execute at any disposed(p) instant? altogether ONE The operations are sequent one after anotherThe advanced(a) computers are so fast that it may appear that many programs are racecourse at the same time level(p) though only one is incessantly executing in any given instant. EE5904/EE5404 Neural NetworkEE5904/ME5404 Neural Networks tolerate computer beat the human pass now?Yes and No.What are the tasks that the computer can beat the human humour? Playing chessthe Deep dismal defeated the initiation champion Garry Kasparov in 1997. Solving equationsBut there are certain things that we can do overmuch better than computer Can you list some of them?Pattern recognition such(prenominal) as recognizing one familiar memorial tabl et among a crowd Half a century ago, artificial- light pioneer, Marvin Minsky of MIT predicted that computers would exceed human intelligence within a generation. Recently, he admitted The worlds most powerful computers privation the common sense of a yearling they cannot even distinguish cats from dogs unless they are explicitly and painstakingly programmed to do so. Can computer rival the human brain kB years from now? Is Terminator perpetually possible? 9EE5904/ME5404 Neural Networks How about the brains of other animals?Are they also redeeming(prenominal) at pattern recognition?Pigeons as art experts (Watanabe. et al. 1995)ExperimentPigeon in skinner box