Neurology This Week podcast

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

約 9 日前1:14:43

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1:14:43

Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying mathematical concepts that power modern machine learning, to help everyone grasp this technology impacting our lives–even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

Neurology This Week

シリーズのホーム•Feed•配信者へお支払い

Hello all. It's Dr. C again, welcoming you to Neurology This Week. Every week, I review over 100 published articles from prominent journals and news sources to bring you the most clinically-relevant advances happening right now. In addition, the Studies in Focus section examines the most influential papers of our generation and their revolutionary impact on our clinical practice. For students, the Board Review segment takes on 5-10 questions and runs through the pathophysiology to further your clinical understanding. I believe that together, we can deliver exceptional evidence-based care.

11 つのエピソード

#Fitness #Medicine #Amit Chaudhari

Neurology This Week

updated 約 2 年前

シリーズのホーム•Feed•配信者へお支払い

11 つのエピソード

#Fitness #Medicine #Amit Chaudhari

すべてのエピソード

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Mannitol vs Hypertonic Saline for Brain Oxygenation - 2009 Oddo et al., JNNP 13:28

2 years前13:28

13:28

2009 Oddo et al., JNNP - Effect of mannitol and hypertonic saline on cerebral oxygenation in patients with severe traumatic brain injury and refractory intracranial hypertension

1
Mannitol vs Hypertonic Saline for ICP -- 2003 Violet et al. Crit Care Medicine 15:37

2 years前15:37

15:37

2003 Violet et al. Crit Care Medicine - Isovolume hypertonic solutes (sodium chloride or mannitol) in the treatment of refractory post-traumatic intracranial hypertension: 2ml/kg 7.5% saline is more effective than 2ml/kg 20% mannitol

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Mechanisms of ICH - 2016 Zheng et al. Cerebrovascular Disorders 27:01

2 years前27:01

27:01

2016 Zheng et al. Cerebrovascular Disorders - Mechanism and Therapy of Brain Edema after Intracerebral Hemorrhage

1
Ancillary Tests for Brain Death - 2018 Rizvi et al. Semin USCTMR 15:35

2 years前15:35

15:35

2018 Rizvi et al. Semin USCTMR - Brain Death: Diagnosis and Imaging Techniques.

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Brain Death - 2020 Greer et al. JAMA 28:53

2 years前28:53

28:53

2020 Greer et al. JAMA - Determination of Brain Death / Death by Neurological Criteria: The World Brain Death Project.

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Board Review -- Meningitis 23:03

3 years前23:03

23:03

Meningitis: bacterial, fungal, viral, asceptic. Presentations, tests and treatments.

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Board Review -- Brain Cysts 7:30

3 years前7:30

7:30

Dermoid/epidermoid cysts, colloid cysts, arachnoid cysts, Rathke's cyst

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Board Review: EMGs, Guilian-Mollaret Triangle, Seretonin Syndrome, HINTS exam, and more 11:43

4 years前11:43

11:43

Hello all. It’s Dr. C again, welcoming you to Neurology This Week. For those who are still learning, the Board Review segment takes on 5-10 questions and runs through the pathophysiology and reasoning needed to further your clinical understanding. I believe that together, we can deliver exceptional evidence-based care for all people suffering from Neurological disorders. I hope you find this podcast useful — and please don’t forget to leave me a review of things you liked or didn’t like. Your honest feedback is the only way I can make it better. Ok... let’s get started.…

1
This Week: Covid vaccines, Epilepsy, NMO, NeuroIR, and more... 24:28

4 years前24:28

24:28

Every week, I review over 100 published articles from prominent journals and news sources to bring you the most clinically-relevant advances happening right now. I believe that together, we can deliver exceptional evidence-based care for all people suffering from Neurological disorders. I hope you find this podcast useful — and please don’t forget to leave me a review of things you liked or didn’t like. Your honest feedback is the only way I can make it better.…

1
Board Review: Stroke, ADEM, Cauda Equina, and more 9:13

4 years前9:13

9:13

For those who are still learning, the Board Review segment takes on 5-10 questions and runs through the pathophysiology and reasoning needed to further your clinical understanding.

1
Welcome to Neurology This Week 1:23

4 years前1:23

1:23

Hello all. It’s Dr. C again, welcoming you to Neurology This Week. Most summaries about Neurology are created by individual journals and have low scope, or go too much into statistics and miss the clinical relevance. I simply couldn’t find anything that’s short, comprehensive, and dedicated for the clinically-minded Neurologist. So.. I created one. Every week, I review over 100 published articles from prominent journals and news sources to bring you the most clinically-relevant advances happening right now. In addition, the Studies In Focus section provides an in-depth look at the most influential papers of our generation and discusses the revolutionary impact they’ve had on our clinical practice. And, for those who are still learning, the Board Review segment takes on 5-10 questions and runs through the pathophysiology and reasoning needed to further your clinical understanding. I believe that together, we can deliver exceptional evidence-based care for all people suffering from Neurological disorders. I hope you find this podcast useful — and please don’t forget to leave me a review of things you liked or didn’t like. Your honest feedback is the only way I can make it better. Ok... let’s get started.…

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