Memory Courses

Yannic Kilcher

Infinite Memory Transformer - Research Paper Explained

Explores innovative Transformer model with unbounded memory, enabling processing of arbitrarily long sequences. Discusses continuous attention mechanisms, sticky memories, and potential applications in language modeling.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Yannic Kilcher

Feedback Transformers - Addressing Some Limitations of Transformers with Feedback Memory

Explores Feedback Transformers, an architecture that improves on standard Transformers by allowing higher-level representations to inform lower-level processing, enhancing performance on complex reasoning and long-range dependency tasks.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

SIGCOMM 2020: 1RMA: Re-envisioning Remote Memory Access for Multi-Tenant Datacenters

Explore innovative remote memory access for multi-tenant datacenters, addressing RDMA challenges through connection-free operations, finite resource pools, and enhanced security features.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Exploration with Limited Memory - Streaming Algorithms for Coin Tossing, Noisy Comparisons, and Multi-Armed Bandits

Explore streaming algorithms for coin tossing, noisy comparisons, and multi-armed bandits, focusing on limited memory scenarios and efficient problem-solving techniques.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

DeepMem: Learning Graph Neural Network Models for Fast and Robust Memory Forensic Analysis

DeepMem: A graph-based deep learning approach for fast and robust memory forensic analysis, using novel memory graph models and neural networks to enhance object detection in raw memory dumps.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Hunting for Memory Resident Malware

Explore techniques for detecting memory-resident malware, including API analysis, post-breach detection, and CLR hooking. Learn why memory hunting is crucial in cybersecurity.

• YouTube
• 27 minutes
• Self-Paced
• Conference Talk

TheIACR

Low Weight Discrete Logarithms and Subset Sum in - with Polynomial Memory

Explore advanced cryptographic algorithms for discrete logarithms and subset sum problems, focusing on low-weight instances and memory-efficient techniques.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Kavli Institute for Theoretical Physics

Active Associative Memory by Suri Vaikuntanathan - University of Chicago - KITP Chalk Talk

Explore how non-equilibrium dynamics enhance memory and information processing in biological systems, from neuronal circuits to immune responses, challenging traditional equilibrium-based paradigms.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Kavli Institute for Theoretical Physics

Enhancing Associative Memory Recall & Storage Capacity Using Confocal Cavity QED - Ben Lev

Explore advancements in associative memory recall and storage capacity through confocal cavity quantum electrodynamics, presented by Stanford researcher Ben Lev at the KITP conference on quantum systems.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Emperor Ashoka – History, Memory, Memorialization by Nayanjot Lahiri

Explore Emperor Ashoka's historical impact and cultural legacy across South Asia and beyond, examining archaeological evidence, religious sites, and regional interpretations of his reign and influence.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video

USENIX

Canvas - Isolated and Adaptive Swapping for Multi-Applications on Remote Memory

Isolated and adaptive swapping system for multi-application remote memory, minimizing interference and performance degradation through dedicated swap paths and optimized techniques for datacenter applications.

• YouTube
• 14 minutes
• Self-Paced
• Conference Talk

USENIX

Gemel - Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge

Innovative memory management technique for edge video analytics, reducing GPU memory usage by 60.7% and improving accuracy by 8-39% through model merging and optimized inference schedules.

• YouTube
• 16 minutes
• Self-Paced
• Conference Talk

Black Hat

Remote Memory-Deduplication Attacks

Explore remote memory-deduplication attacks in cloud systems, their implications for security, and potential countermeasures. Learn about ASLR breaks, Rowhammer attacks, and application fingerprinting.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

Black Hat

Fixing a Memory Forensics Blind Spot - Linux Kernel Tracing

Explore Linux kernel tracing infrastructure and its impact on memory forensics. Learn about blind spots in defensive research and strategies to enhance detection of sophisticated attackers.

• YouTube
• 25 minutes
• Self-Paced
• Conference Talk

Artem Kirsanov

A Unifying Framework for Memory and Abstraction

Explore the Tolman-Eichenbaum Machine, a computational model unifying memory and spatial navigation in the hippocampus. Learn about its architecture, performance, and implications for neuroscience.

• YouTube
• 24 minutes
• Self-Paced
• Free Video