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    Neural Network

    Neural Network is a network or circuit of neurons, or in a modern sense, an artificial neural network that is composed of artificial neurons or nodes which are designed to recognize patterns.

    Webinars

    • MAR 08, 2023 | 9:00 AM
      Keynote Presentation: Towards Multi-system Neural Network Models of Brain Functions with Live Q&A
      Keynote Presentation: Towards Multi-system Neural Network Models...
      Artificial neural networks can be useful for studying brain functions. In cognitive neuroscience, recurrent neural networks are often used to model cognitive functions. I will first offer my...
      Speaker: Guangyu Robert Yang, PhD
      Presented at: Neuroscience Virtual Event Series 2023
      3
      MAR 08, 2023 | 8:30 AM
      Panel Presentation: Liquid Neural Networks with Live Q&A
      Panel Presentation: Liquid Neural Networks with Live Q&A
      In this talk, we will discuss the nuts and bolts of the novel continuous-time neural network models: Liquid Time-Constant Networks (LTCs). Liquid neural networks are nonlinear state-space mo...
      Speaker: Mathias Lechner, PhD , Ramin Hasani, PhD
      Presented at: Neuroscience Virtual Event Series 2023
      3
      MAR 08, 2023 | 6:00 AM
      Explainable AI with Applications for Brain Imaging and Drug Discovery
      Explainable AI with Applications for Brain Imaging and Drug Discovery
      Explainable AI (XAI) aims at helping you understand and interpret predictions made by AI techniques and tools. Recently, there has been a growing interest in XAI as many users want explanati...
      Speaker: Jagath Rajapakse, PhD, FIEEE
      Presented at: Neuroscience Virtual Event Series 2023
      2
      MAR 08, 2023 | 6:00 AM
      Understanding the Role of Alzheimer's Disease Pathologies in Spatial Memory Dysfunction
      Understanding the Role of Alzheimer's Disease Pathologies in Spatial...
      Some of the earliest symptoms of Alzheimer’s disease (AD) are loss of orientation, wandering and misplacing items. One of the first regions vulnerable to AD pathology is the entorhinal...
      Speaker: Abid Hussaini, PhD
      Presented at: Neuroscience Virtual Event Series 2023
      2
      MAR 08, 2023 | 6:00 AM
      Recurrent Neural Networks in Brains and Machines
      Recurrent Neural Networks in Brains and Machines
      Neural networks are a powerful tool for modeling neural activity in the brain. In this talk, I will discuss how these models have helped in my own research and highlight recent work building...
      Speaker: Christopher Cueva, PhD
      Presented at: Neuroscience Virtual Event Series 2023
      2
      MAR 08, 2023 | 6:00 AM
      Neural Network Models of Visual Learning and Development
      Neural Network Models of Visual Learning and Development
      Children efficiently develop their visual systems through learning from their environment. How this development unfolds in noisy real-world data streams remains largely unknown. Deep neural...
      Speaker: Chengxu Zhuang, PhD
      Presented at: Neuroscience Virtual Event Series 2023
      2
      OCT 25, 2022 | 11:00 AM
      Applications of IR Biotyper®: Biosurveillance of Candida auris and 2 Tales of Salmonella spp
      Applications of IR Biotyper®: Biosurveillance of Candida auris...
      Date: October 25, 2022 Time: 11:00am (PST), 2:00pm (EST), 8:00pm (CEST) Candida auris is a multi-drug resistant yeast that continues to be a global threat for infection and transmission in h...
      Speaker: Dr. Deisy Contreras
      Sponsored By: Bruker Microbiology & Infection Diagnostics
      29 1
      JUL 14, 2022 | 8:00 AM
      Imaging long-range neuronal connections in the mouse brain by light sheet fluorescence expansion microscopy
      Imaging long-range neuronal connections in the mouse brain by...
      Date: July 14, 2022 Time: 8:00am (PDT), 11:00am (EDT), 5:00pm (CEST) Sensory perception is modulated in a top-down fashion by higher brain regions to regulate behavioral responses. In olfact...
      Speaker: Prof. Ulrich Kubitscheck , Dr. Martin Schwarz , Juan Rodríguez
      Sponsored By: Miltenyi Biotec
      13
      MAR 10, 2022 | 11:55 PM
      Context-Dependent Representation of Memory and Choice in the Human Brain
      Context-Dependent Representation of Memory and Choice in the Human...
      Behavior in complex environments requires decisions that flexibly combine stimulus representations with context, goals, and memory. Two key aspects of such cognitive flexibility are the retr...
      Speaker: Juri Minxha, PhD
      Presented at: Neuroscience Virtual Event Series 2022
      1
      MAR 10, 2022 | 11:55 PM
      Electrophysiology-Guided Brain Stimulation
      Electrophysiology-Guided Brain Stimulation
      We are in critical need of targeted and individualized treatments for mental health disorders, which affect nearly 50% of Americans during our lifetimes. Brain stimulation treatments, includ...
      Speaker: Corey Keller, MD, PhD
      Presented at: Neuroscience Virtual Event Series 2022
      3
      OCT 26, 2021 | 6:00 AM
      IR Biotyper® - New insights into microorganism strain- and serotyping by FT-IR spectroscopy
      IR Biotyper® - New insights into microorganism strain- and serotyping...
      Date: October 26, 2021 Time: 6:00am (PDT), 9:00am (EDT), 3:00pm (CEST) With the IR Biotyper®, Dr. Markus Meyer will introduce the audience into the world of FT-IR (Fourier Transform Infr...
      Speaker: Maria Pardos de la Gandara, MD, PhD , Markus Meyer, PhD
      Sponsored By: Bruker Microbiology & Infection Diagnostics
      8
      AUG 25, 2021 | 10:30 AM
      Methods for Culturing Primary Adult CNS Neurons
      Methods for Culturing Primary Adult CNS Neurons
      In 1910, Harrison published the first report of frog embryonic sympathetic ganglia grown in hanging drops of lymph for a few days, where single neurons extended nerve fibers with complex gro...
      Speaker: Erna van Niekerk, Ph.D.
      Presented at: Neuroscience Virtual Event Series 2021
      Sponsored By: Miltenyi Biotec
      2
      AUG 25, 2021 | 12:00 AM
      Mechanistic Models of Cognition: from Perception to Navigation to Semantic Development
      Mechanistic Models of Cognition: from Perception to Navigation...
      We will show how to combine large scale neural recordings and mechanistic neural network models to advance our conceptual understanding of how neural circuits mediate cognitive functions lik...
      Speaker: Surya Ganguli, PhD
      Presented at: Neuroscience Virtual Event Series 2021
      1
      AUG 25, 2021 | 12:00 AM
      Sequences and Modularity of Dynamic Attractors in Inhibition-Dominated Neural Networks
      Sequences and Modularity of Dynamic Attractors in Inhibition-Dominated...
      Threshold-linear networks (TLNs) display a wide variety of nonlinear dynamics including multistability, limit cycles, quasiperiodic attractors, and chaos. Over the past few years, we have de...
      Speaker: Carina Curto
      Presented at: Neuroscience Virtual Event Series 2021
      1
      AUG 25, 2021 | 12:00 AM
      Learning Electrical Connectomes of Neuropsychiatric Disorders and Behaviors
      Learning Electrical Connectomes of Neuropsychiatric Disorders...
      Targeted stimulation of the brain has the potential to treat mental illnesses but designing an appropriate protocol requires a multitude of choices. I will describe an approach to help desig...
      Speaker: David Carlson, PhD
      Presented at: Neuroscience Virtual Event Series 2021
      1
      AUG 25, 2021 | 12:00 AM
      Can Deep Learning Produce a General Model of Natural Sound Encoding by Auditory Cortex?
      Can Deep Learning Produce a General Model of Natural Sound Encoding...
      Recent advances in machine learning have shown that deep neural networks (DNNs) can provide powerful and flexible models of neural sensory processing. In the auditory system, standard linear...
      Speaker: Stephen V. David, Ph.D.
      Presented at: Neuroscience Virtual Event Series 2021
      3
      AUG 25, 2021 | 12:00 AM
      Null Models of Large Neural Networks
      Null Models of Large Neural Networks
      One role of theory is in guiding future experiments: What should we aim to measure? Which experimental results should we be surprised about? I will argue here that simple random networks mod...
      Speaker: Ilya Nemenman
      Presented at: Neuroscience Virtual Event Series 2021
      2
      APR 20, 2021 | 12:00 AM
      Measurement of DNA Methylation and Nuclear Organization with Nanopore Sequencing
      Measurement of DNA Methylation and Nuclear Organization with Nanopore...
      Nanopore sequencing has enormous potential in epigenetic applications; unlike traditional sequencing-by-synthesis technologies, it can distinguish covalently modified nucleotides directly th...
      Speaker: Roham Razaghi, PhD Candidate
      Presented at: Genetics Week Virtual Event Series 2021
      1
      NOV 10, 2020 | 5:00 AM
      Fast typing and classification of Streptoccocus pneumoniae and hygiene relevant strains
      Fast typing and classification of Streptoccocus pneumoniae and...
      Date: November 10, 2020 Time: 5:00am (PST), 8:00am (EST), 2:00pm (CET) Dr. Stefan Zimmermann will talk about the use of Fourier Transform Infrared Spectroscopy for fast and reliable typing o...
      Speaker: Stefan Zimmermann, MD
      Sponsored By: Bruker Microbiology & Infection Diagnostics
      8 3
      OCT 21, 2020 | 12:00 AM
      Automated consistency analysis of metabolomic and proteomic data in interlaboratory studies
      Automated consistency analysis of metabolomic and proteomic data...
      As ‘omics research advances, separations data such as chromatograms and nuclear magnetic resonance (NMR) spectra are being used as direct inputs to machine-learning algorithms ranging...
      Speaker: Dr. David A. Sheen
      Presented at: Analytical Chemistry & Separation Sciences Virtual Event Series 2020
      1
      SEP 08, 2020 | 11:00 PM
      Deep Learning by Analogy: Applying Text and Image Processing Techniques to Sequence Analysis
      Deep Learning by Analogy: Applying Text and Image Processing Techniques...
      Over the past five years there has been an explosion of research the deep learning field. Companies like Google, Facebook, and OpenAI have created neural networks that are significantly more...
      Speaker: Will Dampier, PhD
      Presented at: Microbiology Week Virtual Event Series 2020
      1
      AUG 07, 2020 | 12:00 PM
      Part I: Dual Degrees and Dual Careers -- The Interface between Neurology and Neuroscience
      Part I: Dual Degrees and Dual Careers -- The Interface between...
      During this seminar I will present details of my path from Beckman Scholar to MD-PhD, advanced training as a neurologist, then a neurointensivist, and the interleaving of additional research...
      Speaker: Terrance T. Kummer, MD, PhD
      Presented at: 2020 Beckman Symposium
      1
      AUG 06, 2020 | 10:00 AM
      Part VI: Dissecting Cell Signaling Networks That Regulate Adult Neural Stem Cell Functions
      Part VI: Dissecting Cell Signaling Networks That Regulate Adult...
      In the adult mammalian hippocampus, neurogenesis (in which new neurons are generated and integrated into the CNS) is believed to underlie learning and memory. Within the hippocampus, numerou...
      Speaker: Kira Mosher, PhD
      Presented at: 2020 Beckman Symposium
      1
      MAR 11, 2020 | 3:00 PM
      PANEL: Anatomical Characterization of Neuron Cell Types in the Mouse Brain
      PANEL: Anatomical Characterization of Neuron Cell Types in the...
      Identifying the diversity of neuronal cell types of the nervous system is one of the main objectives of the BRAIN Initiative, with the vision that distinct neuronal identities will allow for...
      Speaker: Giorgio Ascoli, PhD , Hong-Wei Dong, MD, PhD , Byungkook Lim, PhD
      Presented at: Neuroscience Virtual Event Series 2020
      1
    MAR 08, 2023 | 9:00 AM
    Keynote Presentation: Towards Multi-system Neural Network Models of Brain Functions with Live Q&A
    Keynote Presentation: Towards Multi-system Neural Network Models...
    Artificial neural networks can be useful for studying brain functions. In cognitive neuroscience, recurrent neural networks are often used to model cognitive functions. I will first offer my...
    Speaker: Guangyu Robert Yang, PhD
    Presented at: Neuroscience Virtual Event Series 2023
    3
    MAR 08, 2023 | 8:30 AM
    Panel Presentation: Liquid Neural Networks with Live Q&A
    Panel Presentation: Liquid Neural Networks with Live Q&A
    In this talk, we will discuss the nuts and bolts of the novel continuous-time neural network models: Liquid Time-Constant Networks (LTCs). Liquid neural networks are nonlinear state-space mo...
    Speaker: Mathias Lechner, PhD , Ramin Hasani, PhD
    Presented at: Neuroscience Virtual Event Series 2023
    3
    MAR 08, 2023 | 6:00 AM
    Explainable AI with Applications for Brain Imaging and Drug Discovery
    Explainable AI with Applications for Brain Imaging and Drug Discovery
    Explainable AI (XAI) aims at helping you understand and interpret predictions made by AI techniques and tools. Recently, there has been a growing interest in XAI as many users want explanati...
    Speaker: Jagath Rajapakse, PhD, FIEEE
    Presented at: Neuroscience Virtual Event Series 2023
    2
    MAR 08, 2023 | 6:00 AM
    Understanding the Role of Alzheimer's Disease Pathologies in Spatial Memory Dysfunction
    Understanding the Role of Alzheimer's Disease Pathologies in Spatial...
    Some of the earliest symptoms of Alzheimer’s disease (AD) are loss of orientation, wandering and misplacing items. One of the first regions vulnerable to AD pathology is the entorhinal...
    Speaker: Abid Hussaini, PhD
    Presented at: Neuroscience Virtual Event Series 2023
    2
    MAR 08, 2023 | 6:00 AM
    Recurrent Neural Networks in Brains and Machines
    Recurrent Neural Networks in Brains and Machines
    Neural networks are a powerful tool for modeling neural activity in the brain. In this talk, I will discuss how these models have helped in my own research and highlight recent work building...
    Speaker: Christopher Cueva, PhD
    Presented at: Neuroscience Virtual Event Series 2023
    2
     
     
  • MAR 08, 2023 | 6:00 AM
    Neural Network Models of Visual Learning and Development
    Neural Network Models of Visual Learning and Development
    Children efficiently develop their visual systems through learning from their environment. How this development unfolds in noisy real-world data streams remains largely unknown. Deep neural...
    Speaker: Chengxu Zhuang, PhD
    Presented at: Neuroscience Virtual Event Series 2023
    2
    OCT 25, 2022 | 11:00 AM
    Applications of IR Biotyper®: Biosurveillance of Candida auris and 2 Tales of Salmonella spp
    Applications of IR Biotyper®: Biosurveillance of Candida auris...
    Date: October 25, 2022 Time: 11:00am (PST), 2:00pm (EST), 8:00pm (CEST) Candida auris is a multi-drug resistant yeast that continues to be a global threat for infection and transmission in h...
    Speaker: Dr. Deisy Contreras
    Sponsored By: Bruker Microbiology & Infection Diagnostics
    29 1
    JUL 14, 2022 | 8:00 AM
    Imaging long-range neuronal connections in the mouse brain by light sheet fluorescence expansion microscopy
    Imaging long-range neuronal connections in the mouse brain by...
    Date: July 14, 2022 Time: 8:00am (PDT), 11:00am (EDT), 5:00pm (CEST) Sensory perception is modulated in a top-down fashion by higher brain regions to regulate behavioral responses. In olfact...
    Speaker: Prof. Ulrich Kubitscheck , Dr. Martin Schwarz , Juan Rodríguez
    Sponsored By: Miltenyi Biotec
    13
    MAR 10, 2022 | 11:55 PM
    Context-Dependent Representation of Memory and Choice in the Human Brain
    Context-Dependent Representation of Memory and Choice in the Human...
    Behavior in complex environments requires decisions that flexibly combine stimulus representations with context, goals, and memory. Two key aspects of such cognitive flexibility are the retr...
    Speaker: Juri Minxha, PhD
    Presented at: Neuroscience Virtual Event Series 2022
    1
    MAR 10, 2022 | 11:55 PM
    Electrophysiology-Guided Brain Stimulation
    Electrophysiology-Guided Brain Stimulation
    We are in critical need of targeted and individualized treatments for mental health disorders, which affect nearly 50% of Americans during our lifetimes. Brain stimulation treatments, includ...
    Speaker: Corey Keller, MD, PhD
    Presented at: Neuroscience Virtual Event Series 2022
    3
     
     
  • OCT 26, 2021 | 6:00 AM
    IR Biotyper® - New insights into microorganism strain- and serotyping by FT-IR spectroscopy
    IR Biotyper® - New insights into microorganism strain- and serotyping...
    Date: October 26, 2021 Time: 6:00am (PDT), 9:00am (EDT), 3:00pm (CEST) With the IR Biotyper®, Dr. Markus Meyer will introduce the audience into the world of FT-IR (Fourier Transform Infr...
    Speaker: Maria Pardos de la Gandara, MD, PhD , Markus Meyer, PhD
    Sponsored By: Bruker Microbiology & Infection Diagnostics
    8
    AUG 25, 2021 | 10:30 AM
    Methods for Culturing Primary Adult CNS Neurons
    Methods for Culturing Primary Adult CNS Neurons
    In 1910, Harrison published the first report of frog embryonic sympathetic ganglia grown in hanging drops of lymph for a few days, where single neurons extended nerve fibers with complex gro...
    Speaker: Erna van Niekerk, Ph.D.
    Presented at: Neuroscience Virtual Event Series 2021
    Sponsored By: Miltenyi Biotec
    2
    AUG 25, 2021 | 12:00 AM
    Mechanistic Models of Cognition: from Perception to Navigation to Semantic Development
    Mechanistic Models of Cognition: from Perception to Navigation...
    We will show how to combine large scale neural recordings and mechanistic neural network models to advance our conceptual understanding of how neural circuits mediate cognitive functions lik...
    Speaker: Surya Ganguli, PhD
    Presented at: Neuroscience Virtual Event Series 2021
    1
    AUG 25, 2021 | 12:00 AM
    Sequences and Modularity of Dynamic Attractors in Inhibition-Dominated Neural Networks
    Sequences and Modularity of Dynamic Attractors in Inhibition-Dominated...
    Threshold-linear networks (TLNs) display a wide variety of nonlinear dynamics including multistability, limit cycles, quasiperiodic attractors, and chaos. Over the past few years, we have de...
    Speaker: Carina Curto
    Presented at: Neuroscience Virtual Event Series 2021
    1
    AUG 25, 2021 | 12:00 AM
    Learning Electrical Connectomes of Neuropsychiatric Disorders and Behaviors
    Learning Electrical Connectomes of Neuropsychiatric Disorders...
    Targeted stimulation of the brain has the potential to treat mental illnesses but designing an appropriate protocol requires a multitude of choices. I will describe an approach to help desig...
    Speaker: David Carlson, PhD
    Presented at: Neuroscience Virtual Event Series 2021
    1
     
     
  • AUG 25, 2021 | 12:00 AM
    Can Deep Learning Produce a General Model of Natural Sound Encoding by Auditory Cortex?
    Can Deep Learning Produce a General Model of Natural Sound Encoding...
    Recent advances in machine learning have shown that deep neural networks (DNNs) can provide powerful and flexible models of neural sensory processing. In the auditory system, standard linear...
    Speaker: Stephen V. David, Ph.D.
    Presented at: Neuroscience Virtual Event Series 2021
    3
    AUG 25, 2021 | 12:00 AM
    Null Models of Large Neural Networks
    Null Models of Large Neural Networks
    One role of theory is in guiding future experiments: What should we aim to measure? Which experimental results should we be surprised about? I will argue here that simple random networks mod...
    Speaker: Ilya Nemenman
    Presented at: Neuroscience Virtual Event Series 2021
    2
    APR 20, 2021 | 12:00 AM
    Measurement of DNA Methylation and Nuclear Organization with Nanopore Sequencing
    Measurement of DNA Methylation and Nuclear Organization with Nanopore...
    Nanopore sequencing has enormous potential in epigenetic applications; unlike traditional sequencing-by-synthesis technologies, it can distinguish covalently modified nucleotides directly th...
    Speaker: Roham Razaghi, PhD Candidate
    Presented at: Genetics Week Virtual Event Series 2021
    1
    NOV 10, 2020 | 5:00 AM
    Fast typing and classification of Streptoccocus pneumoniae and hygiene relevant strains
    Fast typing and classification of Streptoccocus pneumoniae and...
    Date: November 10, 2020 Time: 5:00am (PST), 8:00am (EST), 2:00pm (CET) Dr. Stefan Zimmermann will talk about the use of Fourier Transform Infrared Spectroscopy for fast and reliable typing o...
    Speaker: Stefan Zimmermann, MD
    Sponsored By: Bruker Microbiology & Infection Diagnostics
    8 3
    OCT 21, 2020 | 12:00 AM
    Automated consistency analysis of metabolomic and proteomic data in interlaboratory studies
    Automated consistency analysis of metabolomic and proteomic data...
    As ‘omics research advances, separations data such as chromatograms and nuclear magnetic resonance (NMR) spectra are being used as direct inputs to machine-learning algorithms ranging...
    Speaker: Dr. David A. Sheen
    Presented at: Analytical Chemistry & Separation Sciences Virtual Event Series 2020
    1
     
     
  • SEP 08, 2020 | 11:00 PM
    Deep Learning by Analogy: Applying Text and Image Processing Techniques to Sequence Analysis
    Deep Learning by Analogy: Applying Text and Image Processing Techniques...
    Over the past five years there has been an explosion of research the deep learning field. Companies like Google, Facebook, and OpenAI have created neural networks that are significantly more...
    Speaker: Will Dampier, PhD
    Presented at: Microbiology Week Virtual Event Series 2020
    1
    AUG 07, 2020 | 12:00 PM
    Part I: Dual Degrees and Dual Careers -- The Interface between Neurology and Neuroscience
    Part I: Dual Degrees and Dual Careers -- The Interface between...
    During this seminar I will present details of my path from Beckman Scholar to MD-PhD, advanced training as a neurologist, then a neurointensivist, and the interleaving of additional research...
    Speaker: Terrance T. Kummer, MD, PhD
    Presented at: 2020 Beckman Symposium
    1
    AUG 06, 2020 | 10:00 AM
    Part VI: Dissecting Cell Signaling Networks That Regulate Adult Neural Stem Cell Functions
    Part VI: Dissecting Cell Signaling Networks That Regulate Adult...
    In the adult mammalian hippocampus, neurogenesis (in which new neurons are generated and integrated into the CNS) is believed to underlie learning and memory. Within the hippocampus, numerou...
    Speaker: Kira Mosher, PhD
    Presented at: 2020 Beckman Symposium
    1
    MAR 11, 2020 | 3:00 PM
    PANEL: Anatomical Characterization of Neuron Cell Types in the Mouse Brain
    PANEL: Anatomical Characterization of Neuron Cell Types in the...
    Identifying the diversity of neuronal cell types of the nervous system is one of the main objectives of the BRAIN Initiative, with the vision that distinct neuronal identities will allow for...
    Speaker: Giorgio Ascoli, PhD , Hong-Wei Dong, MD, PhD , Byungkook Lim, PhD
    Presented at: Neuroscience Virtual Event Series 2020
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