Zobrazeno 1 - 10
of 208
pro vyhledávání: '"Atkinson, Timothy"'
Autor:
Gaujac, Benoit, Donà, Jérémie, Copoiu, Liviu, Atkinson, Timothy, Pierrot, Thomas, Barrett, Thomas D.
Representation learning and \emph{de novo} generation of proteins are pivotal computational biology tasks. Whilst natural language processing (NLP) techniques have proven highly effective for protein sequence modelling, structure modelling presents a
Externí odkaz:
http://arxiv.org/abs/2405.15840
This paper introduces Bayesian Flow Networks (BFNs), a new class of generative model in which the parameters of a set of independent distributions are modified with Bayesian inference in the light of noisy data samples, then passed as input to a neur
Externí odkaz:
http://arxiv.org/abs/2308.07037
Autor:
Iordanou, Konstantinos, Atkinson, Timothy, Ozer, Emre, Kufel, Jedrzej, Biggs, John, Brown, Gavin, Lujan, Mikel
A typical machine learning (ML) development cycle for edge computing is to maximise the performance during model training and then minimise the memory/area footprint of the trained model for deployment on edge devices targeting CPUs, GPUs, microcontr
Externí odkaz:
http://arxiv.org/abs/2303.00031
Autor:
Toklu, Nihat Engin, Atkinson, Timothy, Micka, Vojtěch, Liskowski, Paweł, Srivastava, Rupesh Kumar
Evolutionary computation is an important component within various fields such as artificial intelligence research, reinforcement learning, robotics, industrial automation and/or optimization, engineering design, etc. Considering the increasing comput
Externí odkaz:
http://arxiv.org/abs/2302.12600
Humans have always dreamed of automating laborious physical and intellectual tasks, but the latter has proved more elusive than naively suspected. Seven decades of systematic study of Artificial Intelligence have witnessed cycles of hubris and despai
Externí odkaz:
https://library.oapen.org/handle/20.500.12657/57384
With the goal of designing novel inhibitors for SARS-CoV-1 and SARS-CoV-2, we propose the general molecule optimization framework, Molecular Neural Assay Search (MONAS), consisting of three components: a property predictor which identifies molecules
Externí odkaz:
http://arxiv.org/abs/2101.11890
Users buy compatible IOT devices from different brands with an expectation that their cooperation is smooth, but while function may superficially look friendly, cohabitation can subversively cause early battery depletion in competitor devices. The Wi
Externí odkaz:
http://arxiv.org/abs/1812.11613
We introduce the concept of Semantic Neutral Drift (SND) for genetic programming (GP), where we exploit equivalence laws to design semantics preserving mutations guaranteed to preserve individuals' fitness scores. A number of digital circuit benchmar
Externí odkaz:
http://arxiv.org/abs/1810.10453
In 2016, 2017, and 2018 at the IEEE Conference on Computational Intelligence in Games, the authors of this paper ran a competition for agents that can play classic text-based adventure games. This competition fills a gap in existing game AI competiti
Externí odkaz:
http://arxiv.org/abs/1808.01262
Autor:
Brandt, Claire, Atkinson, Timothy J.
Publikováno v:
In The American Journal of the Medical Sciences December 2022 364(6):675-684