GitHub

A comprehensive codec implementation package for WebRTC applications, providing audio/video encoding and decoding capabilities.

RTP payload packetization/depacketization(H.264 and VP8) Dynamic bitrate control Frame timestamp management Hardware acceleration support Thread-optimized encoding ...
IEEE

Dynamic Event-Driven State Estimation for Complex Networks via Partial Nodes’ Sampled Outputs: An Encoding-Decoding Scheme

Abstract: In this article, the encoding-decoding-based state estimation problem is investigated for a class of continuous-time nonlinear complex networks (CNs) subject to communication bandwidth ...
IEEE

Set-Membership State Estimation With Multi-Rate Measurements: An Encoding-Decoding-based Half-Duplex Relay Communication Scheme

Abstract: This paper investigates the set-membership state estimation problem for a class of networked time-varying systems with multi-rate measurements over half-duplex relay communication networks.
Frontiers

Evolving spiking neural networks: the role of neuron models and encoding schemes in neuromorphic learning

Our results demonstrate that the Izhikevich model consistently outperforms the simpler LIF model, except in one task where both showed comparable results. These findings emphasize that the choice of ...
GitHub

FastVLM: Efficient Vision Encoding for Vision Language Models

We introduce FastViTHD, a novel hybrid vision encoder designed to output fewer tokens and significantly reduce encoding time for high-resolution images. Our smallest variant outperforms ...
Frontiers

Decoding the neural dynamics of everyday prospective remembering: a hidden Markov model approach

Introduction: Prospective memory (PM)—the ability to form, maintain, and execute delayed intentions—is essential for everyday functioning. Traditionally, PM paradigms relied on repetitive tasks and ...