This paper reviews the fate of the central ideas behind the complementary learning systems (CLS) framework as originally articulated in McClelland, McNaughton, and O’Reilly (1995). This framework explains why the brain requires two differentially specialized learning and memory systems, and it nicely specifies their central properties (i.e., the hippocampus as a sparse, pattern-separated system for rapidly learning episodic memories, and the neocortex as a distributed, overlapping system for gradually integrating across episodes to extract latent semantic structure). We review the application (...) of the CLS framework to a range of important topics, including the following: the basic neural processes of hippocampal memory encoding and recall, conjunctive encoding, human recognition memory, consolidation of initial hippocampal learning in cortex, dynamic modulation of encoding versus recall, and the synergistic interactions between hippocampus and neocortex. Overall, the CLS framework remains a vital theoretical force in the field, with the empirical data over the past 15 years generally confirming its key principles. (shrink)

A defining characteristic of modern science is its ability to make immensely successful predictions of natural phenomena without invoking a putative god or a supernatural being. Here, we argue that this intellectual discipline would not acquire such an ability without the mathematical zero. We insist that zero and its basic operations were likely conceived in India based on a philosophy of nothing, and classify nothing into four categories—balance, absence, emptiness and nonexistence. We argue that zero is a tangible representation of (...) nonexistence and constitutes all nonzero numbers, which together represent existence. It appears that zero’s journey out of India somewhat separated its mathematical and philosophical aspects, with the former being more valued by some cultures and the latter by others. The European culture, in which modern science grew, largely ignores a philosophy of nothing due to a deep-rooted Greek philosophical base, although this science relies on the notion of nonexistence through zero. Consequently, zero is a mere number of convenience without its foundational philosophy in science, and techniques to circumvent zero are developed. We insist that, while such techniques contribute to the progress of science and mathematics within the current framework, a tendency to avoid zero and its philosophy leads to approximations and may hinder a deeper understanding. Finally, we argue that nonexistence may notionally constitute existence, and hence may be the fundamental. This implies that, if a supernatural being exists, it is not the fundamental. The independence of modern science from a supernatural being is consistent with this. (shrink)

Basic work on Hindu logic and epistemology of the neo-Nyaya school in Hindu philosophy; portion of Tattvacintāmaṇi deals with perception.

The classical theory of rational choice is built on several important internal consistency conditions. In recent years, the reasonableness of those internal consistency conditions has been questioned and criticized, and several responses to accommodate such criticisms have been proposed in the literature. This paper develops a general framework to accommodate the issues raised by the criticisms of classical rational choice theory, and examines the broad impact of these criticisms from both normative and positive points of view.

Culture, livelihoods and political-economic status all influence people's perception of introduced and invasive species, shaping perspectives on what sort of management of them, if any, is warranted. Indigenous voices and values are under-represented in scholarly discourse about introduced and invasive species. This paper examines the relationship between the Xeni Gwet'in First Nation (one of six Tsilhqot'in communities) and wild or free-roaming horses in British Columbia, Canada. We outline how Xeni Gwet'in people value horses and experience management actions, contextualising the controversy (...) over wild horses amidst power imbalances in the expression of environmental values. We suggest that Indigenous voices are vital to include when evaluating impacts of controversial species and developing management strategies. (shrink)

In response to Ferrario _et al_’s 1 work entitled ‘Ethics of the algorithmic prediction of goal of care preferences: from theory to practice’, we would like to point out an area of concern: the risk of artificial intelligence (AI) paternalism in their proposed framework. Accordingly, in this commentary, we underscore the importance of the implementation of safeguards for AI algorithms before they are deployed in clinical practice. The goal of documenting a living will and advanced directives is to convey personal (...) preferences regarding the acceptance of therapies, including life support, for future use in case of losing one’s capacity. This is standard practice in the care of incapacitated critically ill patients as it is considered to extend the individual’s autonomy. Notably, most of the documents that intensivists encounter in clinical practice are written in a generic fashion and lack context. This problem usually leads to the reliance on... (shrink)

Recently a gender-selective harvesting strategy has been proposed for possible control of aquatic invasive species, wherein females of the invasive species are harvested, whilst stocking the males (abbreviated as FHMS strategy) (Lyu et al. in Nat Resour Model 33(2):e12252, 2020). We consider the FHMS strategy with a weak Allee effect, and show that its extinction boundary need not be hyperbolic. To the best of our knowledge, this is the first example of a non-hyperbolic extinction boundary in two-compartment mating models structured (...) by sex. The model possesses a rich dynamical structure, with several local co-dimension one bifurcations occurring. We also show the occurrence of a global homoclinic bifurcation, which has applicability for large scale strategic bio-control. (shrink)

PurposeThe purpose of this study is to identify the major factors influencing the adoption of health-care wearables in generation Z (Gen Z) customers in India. A conceptual framework using push pull and mooring (PPM) adoption theory was developed.Design/methodology/approachData was collected from 208 Gen Z customers based on 5 constructs related to the adoption of health-care wearables. Confirmatory factor analysis and structural equation modelling was used to analyse the responses. The mediation paths were analysed using bootstrapping method and examination of the (...) standardized direct and indirect effects in the model.FindingsThe study results indicated that the antecedent factors consisted of push (real-time health information availability), pull (normative environment) and mooring (decision self-efficacy) factors. The mooring factor (MOOR) was related to the push factor but not the pull factor. The MOOR, in turn, was related to the switching intention of Gen Z customers for health wearables adoption.Research limitations/implicationsThe research study extended the literature related to the PPM theory in the context of the adoption of health wearables among Gen Z customers in India.Practical implicationsThe study outcome would enable managers working in health wearable organizations to understand consumer behaviour towards health wearables.Social implicationsThe use of health wearables among Gen Z individuals would lead to future generations adopting a healthy lifestyle resulting in an effective workforce and better economy.Originality/valueThis was one of the few studies which have explored the PPM theory to explore the factors for the adoption of health wearables among Gen Z customers in India. (shrink)

Recognizing the centrality of representation in philosophy and social sciences as constitutive of knowledge concerning the interpretation of social reality, this article highlights on the need to e...

Most universities solicit feedback from students at the end of a course in order to assess student perceptions of the course. This feedback is used for various objectives, including for evaluating teaching by academic administrators. One would therefore expect faculty to rationally take this into account while formulating their teaching strategy. In certain cases, such strategic considerations can give rise to moral hazard. I have modelled the situation using the well-known Prisoners Dilemma game and found that in equilibrium, the teaching (...) style will be examination-centric, while considerations of societal good would demand that the teaching style be knowledge-centric. I also discuss the policy implications for this finding. (shrink)

The decimation of the Sundarbans has resulted from attempts to satisfy short-term demands by exhausting the chances of satisfying future demands. The forest cannot be preserved by a policy that under-valorizes the urgency of the short-term needs or by a policy that is imposed from above, but it may be by social forestry. Social forestry augments the supply of forest products from non-forest lands, and, most significantly, includes the users in developing appropriate forest policies.

Unification of natural science and social science is a centuries-old, unmitigated debate. Natural science has a chronological advantage over social science because the latter took time to include many social phenomena in its fold. History of science witnessed quite a number of efforts by social scientists to fit this discipline in a rational if not mathematical framework. On the other hand a tendency among some physicists has been observed especially since the last century to recast a number of social phenomena (...) in the mould of events taking place in physical world and governed by well-known systems and equations of physics. It necessitated the introduction of social physics as a new inter-disciplinary subject. Obviously this attempt is aimed at explaining hitherto unsolved or highly debated issues of social science. Physicists are showing special interest on problems on economics, ranging from some topics of normative economics to the movement of prices of derivatives. Statistics has been widely used in these attempts and at least two sub-disciplines of the subject, namely, stochastic process and time series analysis deserve special mention. All these research activities gave birth to another inter-disciplinary subject named as econophysics. Interestingly, global financial crisis of 2007–08 has revived the need of determination of prices of derivatives in a more accurate manner. This article adumbrates a sketch of the theoretical synthesis between physics and economics and the role played by statistics in this process. (shrink)

Languages with insufficient digitally available resources, such as, Indian–Indian and English–Indian language Machine Translation system developments, faces the difficulty to translate various lexical phenomena. In this paper, we present our work on a comparative study of 440 phrase-based statistical trained models for 110 language pairs across 11 Indian languages. We have developed 110 baseline statistical machine translation systems. Then, we have augmented the training corpus with Indowordnet synset word entries of lexical database and further trained 110 models on top of (...) the baseline system. We have done a detailed performance comparison using various evaluation metrics such as BLEU score, METEOR, and TER. We observed significant improvement in evaluations of translation quality across all the 440 models after using the Indowordnet. These experiments give a detailed insight in two ways: usage of lexical database with synset mapping for resource poor languages and efficient usage of Indowordnet synset mapping. Moreover, synset mapped lexical entries helped the SMT system to handle the ambiguity to a great extent during the translation. (shrink)

A collection of papers presented at an international conference on Jainism and Early Buddhism in honor of Prof. Padmanabh S. Jaini, organized and hosted by the Department of the History of Religions at the University of Lund, Sweden in 1998. Prof. Jaini is professor emeritus of Buddhist Studies at University of California, Berkeley, California, USA and one of the foremost contemporary scholars of Buddhism and Jainism. The two part festschrift contains papers presented by thirty-seven prominent scholars, covering a wide range (...) of topics in both religions. (shrink)

This book is the first English translation of the classic philosophical treatise Kantadarsaner Tatparyya . Bhattacharyya combines the basic tenets of Kant to present it in terms of Indian philosophical traditions. The introduction discusses the need for the translation, the challenges involved, and the context of Bhattacharyya's interpretations and thought. The detailed notes and annotations to the translation guide the reader through a variety of concepts in Western and Indian philosophy, as well as comments on the Bengali text. (...) This book will be of considerable interest to scholars, teachers, and students of Western and Indian philosophy. (shrink)

This essay explores the history of the silty sediments that make up the littorals of the Bengal Delta to see how they emerged as an object of scientific inquiry and as part of a hydrosocial and political history. By using the conceptual framing of hydrosociality, the piece investigates the political and legal possibilities of amphibious landscapes to document the colonial legal engagement with and scientific puzzlement over these silty sediments and their postcolonial afterlives. As temporary landscapes, silts and sediments pose (...) a unique problem for historians, for they leave scanty archival traces. When they emerge in the state archive it is as sites of conflict, rather than sites of life. They also emerge as a problem for science to map and solve. This essay gathers some snippets of the fragmentary journey of shoals as they emerge and disappear in the scientific and legal archive. Focusing on three moments of interruption in the colonial and postcolonial encounters with the littorals of the Bengal Delta, it argues that the inability of scientific discourse to come up with a conceptual grammar was conducive to new legal articulations about these spaces. Unfortunately, the consequences of this are playing out in the contemporary moment as a humanitarian crisis. (shrink)

Articles, most previously published in periodicals, 1955-1975.