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#Neuromorphic Computing

Showing: 26 courses
tinyML

The Road to Innovation for AI Chips in China

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Explore China's AI chip innovation landscape, including market growth, startups, academic advancements, and emerging technologies like reconfigurable computing and neuromorphic chips.
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22 Lesons
38 minutes
On-Demand
Free-Video
tinyML

Make the Signal Chain More Intelligent and Efficient with Mixed Signal Processing and In-Memory Computing

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Innovative signal processing architecture using mixed-signal and in-memory computing for improved efficiency, reduced power consumption, and lower costs in AI and IoT applications.
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18 Lesons
34 minutes
On-Demand
Free-Video
MITCBMM

Invariance and Equivariance in Brains and Machines

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Exploring neural mechanisms for visual perception, this talk proposes innovative approaches to building invariant and equivariant representations, bridging neuroscience and AI for improved machine vision and neurobiological understanding.
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1 Lesons
53 minutes
On-Demand
Free-Video
Data Science Conference

Enhanced EEG Data Classification with 3D SNN and Online Learning ESN

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Discover a novel hierarchical neural network architecture that combines 3D spiking neurons and Echo state networks for advanced EEG data classification and real-time brain signal interpretation.
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1 Lesons
13 minutes
On-Demand
Free-Video
USC Information Sciences Institute

AI on the Edge: Post-CMOS Hardware and Device Materials - Session IV

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Explore cutting-edge advancements in post-CMOS hardware and device materials for energy-efficient neuromorphic computing and edge AI applications.
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1 Lesons
53 minutes
On-Demand
Free-Video
USC Information Sciences Institute

AI on the Edge: Neuromorphic Computing - Session 2

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Explore neuromorphic computing through research on brain-machine interfaces, electronic skin, hippocampal memory prostheses, and retina-inspired circuits.
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1 Lesons
51 minutes
On-Demand
Free-Video
Yannic Kilcher

All About AI Accelerators - GPU, TPU, Dataflow, Near-Memory, Optical, Neuromorphic & More

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Comprehensive exploration of AI accelerator technologies, from GPUs to emerging innovations like neuromorphic computing, discussing their principles, advantages, and future potential in advancing artificial intelligence.
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14 Lesons
1 hour 3 minutes
On-Demand
Free-Video
tinyML

TinyML Talks - The New Neuromorphic Analog Signal Processor Concept and Technology Platform

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Explore neuromorphic analog signal processing technology for ultra-low power, high-accuracy neural network implementations in sensors, combining analog and digital components for efficient data processing.
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31 Lesons
1 hour 1 minute
On-Demand
Free-Video
Alan Turing Institute

Physics-informed Machine Learning for Robust Pedestrian Detection in Embedded Low-power Systems

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Innovative machine learning algorithm for efficient pedestrian detection in urban areas using neuromorphic sensors, combining physical motion models for accurate real-time tracking day and night.
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1 Lesons
44 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Photonic Quantum Computing: A Bright Future for Many Applications

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Explore photonic quantum computing architectures, applications, and future challenges. Discover quantum machine learning, reinforcement learning, and secure computing in quantum networks.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Gartner

The Future of Computing - What to Expect in the Next Decade

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Explore emerging technologies shaping computing's future, from AI-driven innovations to quantum and neuromorphic computing, and their potential impact on businesses and space manufacturing.
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5 Lesons
17 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Neuromorphic Language Understanding - Deep Neural Networks for Low-Power Language Processing

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Explore recurrent neural networks for language processing and their adaptation to ultra-low power neuromorphic hardware, bridging artificial intelligence with biologically-inspired models of cognition.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

Neuromorphic Computing - An Overview

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Explore neuromorphic computing principles and applications with expert Ramashish Gaurav, gaining insights into brain-inspired computational models and their potential impact on AI.
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1 Lesons
49 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Information Processing with Photonic Hardware Neural Networks

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Explore photonic hardware neural networks for advanced information processing, focusing on cutting-edge applications and technological advancements.
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1 Lesons
42 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Delay-Based Photonic Reservoir Computing - Phase Encoding in Long vs. Short Cavity Reservoirs

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Explore phase encoding in long vs. short cavity reservoirs for delay-based photonic reservoir computing, comparing performance and efficiency.
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1 Lesons
27 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Online Learning Strategies for Optical Neural Networks and Photonic Circuits

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Explore advanced strategies for implementing online learning in optical neural networks and photonic circuits, enhancing computational efficiency and performance.
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1 Lesons
57 minutes
On-Demand
Free-Video
TEDx

Neuromorphic Computing for Industry 5.0

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Explore neuromorphic computing's role in Industry 5.0, revolutionizing automation and human-machine collaboration. Learn how brain-inspired technology enhances efficiency, creativity, and sustainability in smart industries.
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1 Lesons
16 minutes
On-Demand
Free-Video
APS Physics

Neuromorphic Computing

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Explore neuromorphic computing with Ivan Schuller, discussing brain-like machines, computational limits, energy efficiency, and the future of AI technology.
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10 Lesons
33 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

Analog Computation-in-Memory 향 시냅스 소자의 가중치 산포 최적화 연구

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Dive into 차세대 메모리 반도체 기술과 ACIM의 핵심 요소, 특히 시냅스 가중치 최적화를 통한 에너지 효율적인 AI 엣지 디바이스 구현 방안을 탐구합니다.
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1 Lesons
25 minutes
On-Demand
Free-Video
MICDE University of Michigan

Breaking Resistance in Computer Science and Engineering

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Explore innovative approaches to overcoming resistance in computer science and engineering with insights from a leading expert at the University of Michigan.
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1 Lesons
27 minutes
On-Demand
Free-Video
Materials Cloud

MemComputing: When Memory Becomes a Computing Tool - Lecture 37

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Explore MemComputing, a revolutionary approach where memory acts as a computing tool, presented by Prof. Massimiliano Di Ventra from UC San Diego.
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1 Lesons
58 minutes
On-Demand
Free-Video
Centrum Fizyki Teoretycznej PAN

Efficient Optical Computing with Exciton-Polaritons

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Explore efficient optical computing using exciton-polaritons, combining photonic processing benefits with strong optical nonlinearity for high-performance, energy-efficient all-optical neural networks.
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14 Lesons
57 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Reliable AI: Successes, Challenges, and Limitations

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Explore mathematical approaches to reliable AI, including generalization guarantees, explainability, and applications in imaging and physics, while discussing limitations and connections to novel computing.
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1 Lesons
52 minutes
On-Demand
Free-Video
World Economic Forum

AI Breaking New Ground - What's Next for Industry?

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Explore AI's impact on industry with breakthroughs in graphene semiconductors, neuromorphic computing, and AI superchips. Experts discuss reshaping the future and latest applications.
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1 Lesons
56 minutes
On-Demand
Free-Video
ICTP-SAIFR

Mapping Artificial and Natural Intelligence

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Explore the intersection of artificial and natural intelligence with Gabriel Aeppli, delving into quantum materials, inhomogeneities, frustration, and topology.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Raman Research Institute

Molecular Neuromorphic Building Blocks for Artificial Intelligence

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Explore cutting-edge molecular neuromorphic computing and its applications in AI through groundbreaking research on building blocks that mimic neural processes and brain-like functionality.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video