Sign in to use this feature.

Years

Between: -

Subjects

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Journals

Article Types

Countries / Regions

Search Results (51)

Search Parameters:
Keywords = international puzzles

Order results
Result details
Results per page
Select all
Export citation of selected articles as:
24 pages, 478 KB  
Article
The Paradox of Omniscience (Sarvajñāna): From Divine Omniscience to the Mystical Self-Awareness in Indian Philosophy
by Youngsun Yang
Religions 2026, 17(3), 398; https://doi.org/10.3390/rel17030398 - 20 Mar 2026
Viewed by 297
Abstract
While Western theology typically locates omniscience in a personal Creator-God, Indian philosophy presents a notable spectrum. This article traces the dialectical arc of omniscience (sarvajñāna) across major Indian philosophical traditions, arguing that what appears as an epistemological question—“who knows everything?”—is ultimately [...] Read more.
While Western theology typically locates omniscience in a personal Creator-God, Indian philosophy presents a notable spectrum. This article traces the dialectical arc of omniscience (sarvajñāna) across major Indian philosophical traditions, arguing that what appears as an epistemological question—“who knows everything?”—is ultimately an ontological puzzle about the nature of consciousness itself. Moving from the Vedic oscillation between cosmic personhood (Puruṣa Sūkta) and primordial uncertainty (Nāsadīya Sūkta), through the Upaniṣadic internalization of omniscience as Self-knowledge (ātmajñatā), the article examines how Nyāya-Yoga affirms divine omniscience as a logical and soteriological necessity, how Mīmāṃsā displaces it onto an impersonal authorless text, and how Jainism and Buddhism reappropriate it as a perfected human achievement. The final section demonstrates that both Sāṃkhya’s isolation (kaivalya) and Advaita Vedānta’s non-dual realization ultimately transcend encyclopedic omniscience, revealing that authentic liberation requires not the possession of maximal information but a transformation from representational object-knowledge to non-objectifying awareness. Together, these trajectories constitute Indian philosophy’s most enduring contribution to the global philosophy of religion: the recognition that the “All” cannot be an object of knowledge, because it is the very condition for any knowledge whatever. Full article
37 pages, 1391 KB  
Article
Risk Premiums, Market Volatility, and Exchange Rate Dynamics: Evidence from the Yen Carry Trade
by Opale Guyot, Heather A. Montgomery and Peiqing Yang
Risks 2026, 14(3), 46; https://doi.org/10.3390/risks14030046 - 26 Feb 2026
Viewed by 1079
Abstract
Persistent deviations from Uncovered Interest Rate Parity (UIRP) represent a central puzzle in international finance and a key source of currency risk for global investors. This study examines the UIRP puzzle in the JPY/USD market through the lens of financial risk transmission, focusing [...] Read more.
Persistent deviations from Uncovered Interest Rate Parity (UIRP) represent a central puzzle in international finance and a key source of currency risk for global investors. This study examines the UIRP puzzle in the JPY/USD market through the lens of financial risk transmission, focusing on how risk premiums, liquidity conditions, and relative equity market performance jointly shape short-run exchange rate dynamics. Using daily data from 2018 to 2024, we employ a vector autoregression (VAR) framework to capture the endogenous interactions between change in the interest rate differentials, foreign exchange liquidity, global risk indicators (including the VIX, oil price shocks, and currency risk reversals), and relative equity returns consistent with the Uncovered Equity Parity (UEP) hypothesis. The results reveal that traditional interest rate differentials do not directly explain short-term exchange rate movements, confirming persistent UIRP deviations. Instead, risk-related financial channels act as indirect financial risk transmission channels. Shocks to global risk sentiment and currency risk premiums significantly affect JPY/USD returns, while relative equity market performance emerges as a key intermediary linking risk conditions to exchange rate adjustments. The findings also support the Japanese Yen’s continued role as a safe-haven currency during periods of heightened market uncertainty and underline the importance of carry trade dynamics in amplifying risk-driven exchange rate fluctuations. Overall, this study highlights the importance of integrating financial risk measures and portfolio-based transmission channels into exchange rate models. The results have direct implications for risk management, currency exposure hedging, and the assessment of systemic risk spillovers across financial markets. Full article
Show Figures

Figure 1

14 pages, 1009 KB  
Article
Validation of International Cognitive Ability Resource (ICAR) Implemented in Mobile Toolbox (MTB)
by Stephanie Ruth Young, Jiwon Kim, Kiley McKee, Danielle Rothschild Doyle, Miriam A. Novack, William Revelle, Richard Gershon and Elizabeth M. Dworak
J. Intell. 2025, 13(12), 154; https://doi.org/10.3390/jintelligence13120154 - 1 Dec 2025
Viewed by 2049
Abstract
Standardized cognitive assessments are essential in research but often limited by proprietary restrictions and methodological constraints. This study evaluates the psychometric properties of two public-domain International Cognitive Ability Resource (ICAR) measures implemented in the Mobile Toolbox (MTB) assessment library: Puzzle Completion and Block [...] Read more.
Standardized cognitive assessments are essential in research but often limited by proprietary restrictions and methodological constraints. This study evaluates the psychometric properties of two public-domain International Cognitive Ability Resource (ICAR) measures implemented in the Mobile Toolbox (MTB) assessment library: Puzzle Completion and Block Rotation. Using a sample of 100 adults (18–82 years), we assessed internal consistency, test–retest reliability, and construct validity compared to gold-standard measures. Results demonstrated acceptable reliability for both Puzzle Completion and Block Rotation. Each measure showed moderate to strong correlations with respective gold-standard assessments: Puzzle Completion correlated with Raven’s Progressive Matrices (r = 0.40), and Block Rotation with Mental Rotation Test (r = 0.46). Practice effects were non-significant. Both demonstrated the ability to discriminate between verbal and nonverbal abilities. Findings were consistent with previous ICAR validations, suggesting MTB provides a viable option for remote self-administration while preserving measurement integrity. This enables larger sample collection and ecological assessment of cognitive abilities outside of laboratory settings. Full article
Show Figures

Figure 1

23 pages, 3721 KB  
Review
Games and Playful Activities to Learn About the Nature of Science
by Gregorio Jiménez-Valverde, Noëlle Fabre-Mitjans and Gerard Guimerà-Ballesta
Encyclopedia 2025, 5(4), 193; https://doi.org/10.3390/encyclopedia5040193 - 10 Nov 2025
Cited by 2 | Viewed by 1690
Abstract
A growing international consensus holds that science education must advance beyond content coverage to cultivate robust understanding of the Nature of Science (NoS)—how scientific knowledge is generated, justified, revised, and socially negotiated. Yet naïve conceptions persist among students and teachers, and effective, scalable [...] Read more.
A growing international consensus holds that science education must advance beyond content coverage to cultivate robust understanding of the Nature of Science (NoS)—how scientific knowledge is generated, justified, revised, and socially negotiated. Yet naïve conceptions persist among students and teachers, and effective, scalable classroom strategies remain contested. This narrative review synthesizes research and practice on games and playful activities that make epistemic features of science visible and discussable. We organize the repertoire into six families—(i) observation–inference and discrepant-event tasks; (ii) pattern discovery and rule-finding puzzles; (iii) black-box and model-based inquiry; (iv) activities that dramatize tentativeness and anomaly management; (v) deliberately underdetermined mysteries that cultivate warrant-based explanations; and (vi) moderately contextualized games. Across these designs, we analyze how specific mechanics afford core NoS dimensions (e.g., observation vs. inference, creativity, plurality of methods, theory-ladenness and subjectivity, tentativeness) and what scaffolds transform playful engagement into explicit, reflective learning. We conclude with pragmatic guidance for teacher education and curriculum design, highlighting the importance of language supports, structured debriefs, and calibrated contextualization, and outline priorities for future research on equity, assessment, and digital extensions. Full article
(This article belongs to the Section Social Sciences)
Show Figures

Figure 1

31 pages, 4117 KB  
Article
A Decentralized Storage and Security Engine (DeSSE) Using Information Fusion Based on Stochastic Processes and Quantum Mechanics
by Gerardo Iovane and Riccardo Amatore
Appl. Sci. 2025, 15(2), 759; https://doi.org/10.3390/app15020759 - 14 Jan 2025
Cited by 4 | Viewed by 3020
Abstract
In the context of data security, this work aims to present a novel solution that, rather than addressing the topic of endpoint security—which has already garnered significant attention within the international scientific community—offers a different perspective on the subject. In other words, the [...] Read more.
In the context of data security, this work aims to present a novel solution that, rather than addressing the topic of endpoint security—which has already garnered significant attention within the international scientific community—offers a different perspective on the subject. In other words, the focus is not on device security but rather on the protection and security of the information contained within those devices. As we will see, the result is a next-generation decentralized infrastructure that simultaneously integrates two cognitive areas: data storage and its protection and security. In this context, an innovative Multiscale Relativistic Quantum (MuReQua) chain is considered to realize a novel decentralized and security solution for storing data. This engine is based on the principles of Quantum Mechanics, stochastic processes, and a new approach of decentralization for data storage focused on information security. The solution is broken down into four main components, considered four levels of security against attackers: (i) defocusing, (ii) fogging, (iii) puzzling, and (iv) crypto agility. The defocusing is realized thanks to a fragmentation of the contents and their distributions on different allocations, while the fogging is a component consisting of a solution of hybrid cyphering. Then, the puzzling is a unit of Information Fusion and Inverse Information Fusion, while the crypto agility component is a frontier component based on Quantum Computing, which gives a stochastic dynamic to the information and, in particular, to its data fragments. The data analytics show a very effective and robust solution, with executions time comparable with cloud technologies, but with a level of security that is a post quantum one. In the end, thanks to a specific application example, going beyond purely technical and technological aspects, this work introduces a new cognitive perspective regarding (i) the distinction between data and information, and (ii) the differentiation between the owner and the custodian of data. Full article
(This article belongs to the Special Issue New Advances in Computer Security and Cybersecurity)
Show Figures

Figure 1

15 pages, 1053 KB  
Review
Shifting Paradigms in Hemorrhoid Management: The Emergence and Impact of Cap-Assisted Endoscopic Sclerotherapy
by Xianglu Wang, Xia Wu, Quan Wen, Bota Cui and Faming Zhang
J. Clin. Med. 2024, 13(23), 7284; https://doi.org/10.3390/jcm13237284 - 29 Nov 2024
Cited by 3 | Viewed by 7888
Abstract
Hemorrhoidal disease (HD) is a prevalent proctological condition that has puzzled people since ancient times, and the most common symptom is painless bleeding. Traditional treatments include conservative treatment, nonsurgical office-based treatments, and surgery. Sclerotherapy is one of the oldest forms of nonoperative intervention [...] Read more.
Hemorrhoidal disease (HD) is a prevalent proctological condition that has puzzled people since ancient times, and the most common symptom is painless bleeding. Traditional treatments include conservative treatment, nonsurgical office-based treatments, and surgery. Sclerotherapy is one of the oldest forms of nonoperative intervention and is widely used to treat internal hemorrhoids with the development of endoscopy technology. However, sclerotherapy is always accompanied by complications such as bleeding, pain, abscess, etc., when the sclerosant is injected into the wrong site. Cap-assisted endoscopic sclerotherapy (CAES), a new minimally invasive technology, was first time coined in 2015 for the treatment of hemorrhoidal disease. The left-posterior–right-anterior (LPRA) anus positioning method under endoscopy provides reliable methodological support for advancing hemorrhoidal treatment via endoscopy. The current trend is that treatment for HD has shifted from being performed predominantly by the Department of Proctology Surgery to being managed mostly by the Department of Gastroenterology. This review reviewed the shifting paradigms of sclerotherapy for HD and discussed the emerging development of CAES. Full article
(This article belongs to the Section Gastroenterology & Hepatopancreatobiliary Medicine)
Show Figures

Figure 1

18 pages, 1460 KB  
Case Report
Psychophysiological and Performance Effects of Biofeedback and Neurofeedback Interventions in a Top 100 Female Chess Player
by Juan Pedro Fuentes-García and Santos Villafaina
Behav. Sci. 2024, 14(11), 1044; https://doi.org/10.3390/bs14111044 - 5 Nov 2024
Cited by 4 | Viewed by 4441
Abstract
(1) Background: Previous studies showed that neurofeedback and biofeedback could improve stress levels, enhance self-control over physiological factors, improve behavioral efficiency, and increase reaction speed to stimuli. Specifically, the sensorimotor rhythm stimulation (12–15 Hz) can enhance cognitive functions such as selective attention and [...] Read more.
(1) Background: Previous studies showed that neurofeedback and biofeedback could improve stress levels, enhance self-control over physiological factors, improve behavioral efficiency, and increase reaction speed to stimuli. Specifically, the sensorimotor rhythm stimulation (12–15 Hz) can enhance cognitive functions such as selective attention and working memory. However, there is no study that analyzes the effect of these interventions in chess players. (2) Methods: A Chess Woman Grandmaster and Chess International Master, with an ELO ranking higher than 2350 points, was selected to participate in this case study. The participant conducted a total of 14 sessions of biofeedback and neurofeedback, training in breathing, sensorimotor rhythm stimulation in Cz, skin conductance, temperature, and heart rate variability combined with chess work. Specific and non-specific tasks were designed to evaluate the intervention. (3) Results: The chess player enhanced the heart rate variability during specific and non-specific chess tasks: chess problems, 15 + 10 games, and puzzle rush games. In addition, the sensorimotor rhythm power decreased during the chess problem and increased during the 15 + 10 game and puzzle rush. Also, chess performance and anxiety levels improved after the intervention. (4) Conclusions: Neurofeedback and biofeedback training combined with chess training could improve the performance of chess players. Full article
Show Figures

Figure 1

17 pages, 2234 KB  
Article
Notes on the Biblical Foundation of the Document of the International Theological Commission, “Synodality in the Life and Mission of the Church”
by Marta García Fernández
Religions 2024, 15(10), 1244; https://doi.org/10.3390/rel15101244 - 14 Oct 2024
Cited by 1 | Viewed by 2594
Abstract
The document of the International Theological Commission, “Synodality in the Life and Mission of the Church” (2018), sanctions an idea that has been gaining ground in recent decades: synodality is a structural dimension of the church. This essay assesses the biblical foundation that [...] Read more.
The document of the International Theological Commission, “Synodality in the Life and Mission of the Church” (2018), sanctions an idea that has been gaining ground in recent decades: synodality is a structural dimension of the church. This essay assesses the biblical foundation that this document offers in terms of this constitutive rather than operational understanding of synodality. To fit all the theological pieces of the synodality puzzle together and give them biblical consistency, this article takes two steps. The first focuses on exploring the theological welding between the church understood from the Trinitarian Mystery (LG 1–8) and the church as the people of God (LG 9–17). Second, this propaedeutic operation builds a solid framework that allows us to justify why the ITC document brings up certain biblical quotations, to fit them into a coherent reflection and at the same time to present other passages that are absent in the document. Full article
(This article belongs to the Section Religions and Theologies)
12 pages, 229 KB  
Article
DNA Testing and Identities in Family History Research
by Emma L. Shaw, Debra J. Donnelly, Gideon Boadu, Rachel Burke and Robert J. Parkes
Genealogy 2024, 8(2), 75; https://doi.org/10.3390/genealogy8020075 - 12 Jun 2024
Cited by 2 | Viewed by 6207
Abstract
In the preceding decades, rapid technological advancements and increasing democratisation of historical records have been coupled with scientific data from DNA testing, which has revolutionised the family history industry. Going beyond the traditional archives and databases, DNA profiles present nuanced confirmations, puzzles, and [...] Read more.
In the preceding decades, rapid technological advancements and increasing democratisation of historical records have been coupled with scientific data from DNA testing, which has revolutionised the family history industry. Going beyond the traditional archives and databases, DNA profiles present nuanced confirmations, puzzles, and contradictions generated through this biological lens. Family history researchers seek iterative engagements with their familial pasts and, in the process, amplify their contemporary identities. This specialised group of historians illuminates their families’ travels through the broader historical landscape, constructing micro-narratives using a broad range of investigative modalities. This article reports on the findings of a large international study (n = 1016) that investigated family history researchers’ motivations for undertaking DNA testing, their experiences, and its impact on their perceptions of individual, national, and global identities using Berzonsky’s socio-cultural model of identity construction (2003, 2011) as an analytic frame. Using a survey methodology, it was concluded that DNA testing can expand and disrupt long-held notions of identity and has the power to shift perceptions and understandings of the self while simultaneously providing a new era of opportunity to reconceptualise national and international affiliations. It suggests further investigative avenues to assess the potential of DNA testing, which may promote social cohesion, inclusiveness, and global citizenship. Full article
19 pages, 533 KB  
Systematic Review
Effectiveness of “Escape Room” Educational Technology in Nurses’ Education: A Systematic Review
by Héctor González-de la Torre, María-Naira Hernández-De Luis, Sergio Mies-Padilla, Rafaela Camacho-Bejarano, José Verdú-Soriano and Claudio-Alberto Rodríguez-Suárez
Nurs. Rep. 2024, 14(2), 1193-1211; https://doi.org/10.3390/nursrep14020091 - 13 May 2024
Cited by 23 | Viewed by 6129
Abstract
Escape room games are educational gamification technologies that consist of introducing a team of players into a physical or digital space in search of clues to answer puzzles, riddles or enigmas and solve a mystery or problem. This study aims to determine the [...] Read more.
Escape room games are educational gamification technologies that consist of introducing a team of players into a physical or digital space in search of clues to answer puzzles, riddles or enigmas and solve a mystery or problem. This study aims to determine the effectiveness of escape room games on the training of nursing students in an international context. A systematic review was carried out in MEDLINE, WOS, SCOPUS, CINAHL and LILACS databases using the MeSH terms “Education, Nursing” and “Educational Technology”, and the free term “Escape room”, combined with Boolean operators AND/OR. Intervention studies in Spanish, English and Portuguese were included, without limitation for the year of publication. Selection and critical appraisal were conducted by two independent reviewers. A total of n = 13 interventional studies were included (n = 2 Randomized Clinical Trials and n = 11 quasi-experimental design). Escape rooms are a recent and growing educational methodology, increasingly used in academia and in the training of nurses and nursing students. However, it is necessary to expand their use and the quality of the studies in a greater number of contexts. Furthermore, it is necessary to homogenize and standardize validated instruments to evaluate the effectiveness of escape rooms in the nursing education area. Full article
Show Figures

Figure 1

26 pages, 9959 KB  
Article
The Neglected Dress—Re-Evaluating the Iconography of the “True Visage” (Zhenrong) Mañjuśrī
by Hong Wu
Religions 2024, 15(4), 432; https://doi.org/10.3390/rel15040432 - 30 Mar 2024
Viewed by 2643
Abstract
The development of the cult of Mount Wutai was a milestone event in the history of Chinese Buddhism. Crucial in that development was a novel depiction of Mañjuśrī, believed to be transmitting the deity’s “true visage” (zhenrong). While consensus suggests that [...] Read more.
The development of the cult of Mount Wutai was a milestone event in the history of Chinese Buddhism. Crucial in that development was a novel depiction of Mañjuśrī, believed to be transmitting the deity’s “true visage” (zhenrong). While consensus suggests that the primary new aspect of that depiction is the ethnicity of the attendant for Mañjuśrī’s animal vehicle, it is puzzling that the true visage of a saintly figure is defined externally, by his attendant, rather than internally, within his own stylistic or iconographic configuration. This paper critically re-evaluates arguments and evidence surrounding this issue and argues that the image of the True Visage Mañjuśrī invented at Mount Wutai has specific iconographic features in his own representation. Uncovering the heretofore neglected iconographic specificities provides a more fine-grained understanding of how visual devices contributed to the cult of Mount Wutai, while also bringing renewed thinking about the notion of auspicious images and their replication. Full article
(This article belongs to the Special Issue The Interplay between Religion and Culture)
Show Figures

Figure 1

17 pages, 2377 KB  
Article
Towards Design Principles for Good Multi-Level Drought Risk Governance: Some Lessons from the Rhine Basin
by Heleen Jalink and Carel Dieperink
Water 2024, 16(6), 879; https://doi.org/10.3390/w16060879 - 19 Mar 2024
Cited by 3 | Viewed by 2472
Abstract
In times of climate change, periods of drought will occur more frequently. This causes challenges for water use, ranging from limitations on the navigability of water courses, limited availability of water for irrigation and drinking water supply, reduced hydropower production, increasing concentrations of [...] Read more.
In times of climate change, periods of drought will occur more frequently. This causes challenges for water use, ranging from limitations on the navigability of water courses, limited availability of water for irrigation and drinking water supply, reduced hydropower production, increasing concentrations of pollutants, deteriorating water quality, and ecosystem degradation. Dealing with droughts, however, is a complex puzzle due to the multi-level governance characteristics of international river basins and the need to meet the freshwater demands of all sectors involved. This increases the need to address drought issues in a coordinated way, along all levels of decision making. Thus far, the way this must be executed has been under-researched. This paper addresses this knowledge gap as it aims to provide design principles for good multi-level drought risk governance in international river basins. In order to meet our aim, we first reviewed literature on multi-level and good governance and established an assessment framework. This framework was applied in a case study on drought risk governance in the international Rhine basin. Policy documents were analyzed and key informants interviewed. We found that although the governance practice in the basin meets most of our framework criteria, differences between the international level, the Netherlands, Germany, and Switzerland also occurred. We have synthesized our findings into a list of 10 design principles for good multi-level drought risk governance, which could function as a starting point for the analysis and improvement of other multi-level drought risk governance practices. Full article
Show Figures

Figure 1

14 pages, 304 KB  
Article
Exploring the Relationship between Anaerobic and Morphological Characteristics and Competition Success in Young Male Slovenian Judo Athletes
by Jožef Šimenko, Nik Mahnič, David Kukovica, Hrvoje Sertić, Ivan Segedi, Radoje Milić, Damir Karpljuk, Bayram Ceylan and Samo Rauter
Appl. Sci. 2024, 14(3), 1235; https://doi.org/10.3390/app14031235 - 1 Feb 2024
Cited by 4 | Viewed by 2981
Abstract
Judo elements rely on lower and upper body muscle power, supported by the ATP-PCr energy system, which is crucial in high-intensity tasks. This study aims to assess the anaerobic status of young male competitive judokas using the upper body Wingate test and explore [...] Read more.
Judo elements rely on lower and upper body muscle power, supported by the ATP-PCr energy system, which is crucial in high-intensity tasks. This study aims to assess the anaerobic status of young male competitive judokas using the upper body Wingate test and explore associations with competition performance and individual morphological characteristics. A total of 29 male judokas from the U18 and U20 age categories were tested, all actively participating in top-tier national and international competitions. Anthropometric characteristics and body composition measurements were obtained for all participants through bioelectrical impedance analysis. Anaerobic testing was conducted using the upper body Wingate test with a hand ergometer. Competition performance was recorded from the final national cup ranking list. The results presented no statistically significant correlations between morphological and anaerobic variables and competitive performance among selected participants. This highlights the importance of the necessity of updated training programs to increase the anaerobic performance of young Slovenian judokas. Additionally, it shows that in these age groups, anaerobic performance is not the crucial factor but just one piece of the puzzle in young judokas’ successful competition performance; therefore other variables should be further researched. Full article
(This article belongs to the Special Issue Advances in Performance Analysis and Technology in Sports)
20 pages, 1708 KB  
Article
Hashcash Tree, a Data Structure to Mitigate Denial-of-Service Attacks
by Mario Alviano
Algorithms 2023, 16(10), 462; https://doi.org/10.3390/a16100462 - 30 Sep 2023
Cited by 1 | Viewed by 3302
Abstract
Client puzzle protocols are widely adopted mechanisms for defending against resource exhaustion denial-of-service (DoS) attacks. Among the simplest puzzles used by such protocols, there are cryptographic challenges requiring the finding of hash values with some required properties. However, by the way hash functions [...] Read more.
Client puzzle protocols are widely adopted mechanisms for defending against resource exhaustion denial-of-service (DoS) attacks. Among the simplest puzzles used by such protocols, there are cryptographic challenges requiring the finding of hash values with some required properties. However, by the way hash functions are designed, predicting the difficulty of finding hash values with non-trivial properties is impossible. This is the main limitation of simple proof-of-work (PoW) algorithms, such as hashcash. We propose a new data structure combining hashcash and Merkle trees, also known as hash trees. In the proposed data structure, called hashcash tree, all hash values are required to start with a given number of zeros (as for hashcash), and hash values of internal nodes are obtained by hashing the hash values of child nodes (as for hash trees). The client is forced to compute all hash values, but only those in the path from a leaf to the root are required by the server to verify the proof of work. The proposed client puzzle is implemented and evaluated empirically to show that the difficulty of puzzles can be accurately controlled. Full article
(This article belongs to the Topic Modeling and Practice for Trustworthy and Secure Systems)
Show Figures

Figure 1

10 pages, 458 KB  
Article
Precise Traits from Sloppy Components: Perception and the Origin of Phenotypic Response
by Steven A. Frank
Entropy 2023, 25(8), 1162; https://doi.org/10.3390/e25081162 - 3 Aug 2023
Cited by 4 | Viewed by 1749
Abstract
Organisms perceive their environment and respond. The origin of perception–response traits presents a puzzle. Perception provides no value without response. Response requires perception. Recent advances in machine learning may provide a solution. A randomly connected network creates a reservoir of perceptive information about [...] Read more.
Organisms perceive their environment and respond. The origin of perception–response traits presents a puzzle. Perception provides no value without response. Response requires perception. Recent advances in machine learning may provide a solution. A randomly connected network creates a reservoir of perceptive information about the recent history of environmental states. In each time step, a relatively small number of inputs drives the dynamics of the relatively large network. Over time, the internal network states retain a memory of past inputs. To achieve a functional response to past states or to predict future states, a system must learn only how to match states of the reservoir to the target response. In the same way, a random biochemical or neural network of an organism can provide an initial perceptive basis. With a solution for one side of the two-step perception–response challenge, evolving an adaptive response may not be so difficult. Two broader themes emerge. First, organisms may often achieve precise traits from sloppy components. Second, evolutionary puzzles often follow the same outlines as the challenges of machine learning. In each case, the basic problem is how to learn, either by artificial computational methods or by natural selection. Full article
(This article belongs to the Special Issue Mathematical Modeling in Systems Biology)
Show Figures

Figure 1

Back to TopTop