Mediaspace scheduled maintenance: Aug 25, 2026 07:00 - 12:00 AM. During this time, videos will be temporarily unavailable. Check status updates.

Home

Lecture

Numerical Encoding for DNN Accelerators

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (54)

Understanding Visual Cortex with Deep Learning Models Log in to Mediaspace to watch this video

Explores using deep learning models to understand the visual cortex and sensory portraits.

Neural Networks: Exercises Solutions Log in to Mediaspace to watch this video

Covers solutions for creating logic gates using neural networks and introduces the XOR gate and Recurrent Neural Networks (RNN).

Deep Learning: Principles and Applications Log in to Mediaspace to watch this video

Covers the fundamentals of deep learning, including data, architecture, and ethical considerations in model deployment.

Visual Intelligence: Theories and Feedback Log in to Mediaspace to watch this video

Explores the evolution of vision theories and visual feedback systems, including bottom-up and top-down approaches, and iterative error feedback for human pose estimation.

Quantum Many-body Dynamics with Artificial Neural Networks Log in to Mediaspace to watch this video

Explores quantum many-body dynamics using artificial neural networks, focusing on experimental simulations and theoretical challenges.

Computer Vision: Historical Insights and Project Inspirations Log in to Mediaspace to watch this video

Explores the historical development of computer vision and inspires innovative project ideas.

Neuroscience Inspired Artificial Intelligence Log in to Mediaspace to watch this video

Explores the historical development of deep learning, reinforcement learning, attention mechanisms, and memory systems in AI inspired by neuroscience.

Neuro-symbolic Representations: Commonsense Knowledge & Reasoning Log in to Mediaspace to watch this video

Delves into neuro-symbolic representations for commonsense knowledge and reasoning in natural language processing applications.

Untitled Log in to Mediaspace to watch this video

Quantum State Tomography: Neural Network Approach Log in to Mediaspace to watch this video

Explores a neural network approach to quantum state tomography using RBM, showcasing accurate predictions and potential applications beyond RBMs.

Boltzmann Machine Log in to Mediaspace to watch this video

Covers the Boltzmann Machine, a type of stochastic recurrent neural network.

The Future: Computational Linguistics and Deep Learning Log in to Mediaspace to watch this video

Explores the influence of computational linguistics on deep learning architectures, covering grammar formalisms, connectionism, variable binding, and future directions.

Back-propagation: Understanding Neural Networks Log in to Mediaspace to watch this video

Explains back-propagation in neural networks, updating weights based on errors and evaluating networks through training and test losses.

Feature Engineering: Missing Data and Standardization Log in to Mediaspace to watch this video

Covers techniques for handling missing data and standardizing features, as well as transforming input and output data.

Page 3 of 3